{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import torch\n",
    "import pandas as pd\n",
    "import random\n",
    "\n",
    "data_path = r'C:\\Users\\masaikk\\Desktop\\data'\n",
    "file_path = r'C:\\Users\\masaikk\\Desktop\\data_aug_2\\白云山600332.SH.xlsx'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [],
   "source": [
    "raw_file_data = pd.read_excel(file_path)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "outputs": [],
   "source": [
    "file_data = raw_file_data.head(1000)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [],
   "source": [
    "# file_data"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 考虑一个状态表示为收盘价，开盘价，最高价，最低价，成交额，交易量，当前额，当前量，价，当前持仓数量以及当前持仓平均价\n",
    "### S=(closing,opening,highest,lowest,turnover,volume,now_number,now_volume,now_price,positions_number,positions_price)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 第二题不考虑当前手上的钱数，结束的条件是循环掉全部的数据"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Unnamed: 0    0.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 0, dtype: float64\n",
      "Unnamed: 0    1.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 1, dtype: float64\n",
      "Unnamed: 0    2.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 2, dtype: float64\n",
      "Unnamed: 0    3.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 3, dtype: float64\n",
      "Unnamed: 0    4.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 4, dtype: float64\n",
      "Unnamed: 0    5.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 5, dtype: float64\n",
      "Unnamed: 0    6.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 6, dtype: float64\n",
      "Unnamed: 0    7.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 7, dtype: float64\n",
      "Unnamed: 0    8.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 8, dtype: float64\n",
      "Unnamed: 0    9.000000e+00\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 9, dtype: float64\n",
      "Unnamed: 0    1.000000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 10, dtype: float64\n",
      "Unnamed: 0    1.100000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 11, dtype: float64\n",
      "Unnamed: 0    1.200000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 12, dtype: float64\n",
      "Unnamed: 0    1.300000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 13, dtype: float64\n",
      "Unnamed: 0    1.400000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 14, dtype: float64\n",
      "Unnamed: 0    1.500000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 15, dtype: float64\n",
      "Unnamed: 0    1.600000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 16, dtype: float64\n",
      "Unnamed: 0    1.700000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 17, dtype: float64\n",
      "Unnamed: 0    1.800000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 18, dtype: float64\n",
      "Unnamed: 0    1.900000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 19, dtype: float64\n",
      "Unnamed: 0    2.000000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 20, dtype: float64\n",
      "Unnamed: 0    2.100000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 21, dtype: float64\n",
      "Unnamed: 0    2.200000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 22, dtype: float64\n",
      "Unnamed: 0    2.300000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 23, dtype: float64\n",
      "Unnamed: 0    2.400000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 24, dtype: float64\n",
      "Unnamed: 0    2.500000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 25, dtype: float64\n",
      "Unnamed: 0    2.600000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 26, dtype: float64\n",
      "Unnamed: 0    2.700000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 27, dtype: float64\n",
      "Unnamed: 0    2.800000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 28, dtype: float64\n",
      "Unnamed: 0    2.900000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 29, dtype: float64\n",
      "Unnamed: 0    3.000000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 30, dtype: float64\n",
      "Unnamed: 0    3.100000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 31, dtype: float64\n",
      "Unnamed: 0    3.200000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 32, dtype: float64\n",
      "Unnamed: 0    3.300000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 33, dtype: float64\n",
      "Unnamed: 0    3.400000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           0.000000e+00\n",
      "最高价           0.000000e+00\n",
      "最低价           0.000000e+00\n",
      "成交额（元）        0.000000e+00\n",
      "成交量（手）        0.000000e+00\n",
      "Name: 34, dtype: float64\n",
      "Unnamed: 0    3.500000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.954000e+01\n",
      "最低价           2.954000e+01\n",
      "成交额（元）        1.804894e+06\n",
      "成交量（手）        6.110000e+02\n",
      "Name: 35, dtype: float64\n",
      "Unnamed: 0    3.600000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.958000e+01\n",
      "最低价           2.954000e+01\n",
      "成交额（元）        1.849241e+06\n",
      "成交量（手）        6.260000e+02\n",
      "Name: 36, dtype: float64\n",
      "Unnamed: 0    3.700000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        2.750065e+06\n",
      "成交量（手）        9.300000e+02\n",
      "Name: 37, dtype: float64\n",
      "Unnamed: 0    3.800000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        2.892894e+06\n",
      "成交量（手）        9.780000e+02\n",
      "Name: 38, dtype: float64\n",
      "Unnamed: 0    3.900000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.041615e+06\n",
      "成交量（手）        1.028000e+03\n",
      "Name: 39, dtype: float64\n",
      "Unnamed: 0    4.000000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.068306e+06\n",
      "成交量（手）        1.037000e+03\n",
      "Name: 40, dtype: float64\n",
      "Unnamed: 0    4.100000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.074255e+06\n",
      "成交量（手）        1.039000e+03\n",
      "Name: 41, dtype: float64\n",
      "Unnamed: 0    4.200000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.109930e+06\n",
      "成交量（手）        1.051000e+03\n",
      "Name: 42, dtype: float64\n",
      "Unnamed: 0    4.300000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.118838e+06\n",
      "成交量（手）        1.054000e+03\n",
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      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.267398e+06\n",
      "成交量（手）        1.104000e+03\n",
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      "开盘价           2.954000e+01\n",
      "最高价           2.979000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.434180e+06\n",
      "成交量（手）        1.160000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.981000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.493791e+06\n",
      "成交量（手）        1.180000e+03\n",
      "Name: 46, dtype: float64\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.983000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.580284e+06\n",
      "成交量（手）        1.209000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.795090e+06\n",
      "成交量（手）        1.281000e+03\n",
      "Name: 48, dtype: float64\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.869586e+06\n",
      "成交量（手）        1.306000e+03\n",
      "Name: 49, dtype: float64\n",
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      "时间            2.022101e+13\n",
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      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.946942e+06\n",
      "成交量（手）        1.332000e+03\n",
      "Name: 50, dtype: float64\n",
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      "时间            2.022101e+13\n",
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      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.958821e+06\n",
      "成交量（手）        1.336000e+03\n",
      "Name: 51, dtype: float64\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.964774e+06\n",
      "成交量（手）        1.338000e+03\n",
      "Name: 52, dtype: float64\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.970714e+06\n",
      "成交量（手）        1.340000e+03\n",
      "Name: 53, dtype: float64\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        3.997451e+06\n",
      "成交量（手）        1.349000e+03\n",
      "Name: 54, dtype: float64\n",
      "Unnamed: 0    5.500000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.006354e+06\n",
      "成交量（手）        1.352000e+03\n",
      "Name: 55, dtype: float64\n",
      "Unnamed: 0    5.600000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.012281e+06\n",
      "成交量（手）        1.354000e+03\n",
      "Name: 56, dtype: float64\n",
      "Unnamed: 0    5.700000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.151653e+06\n",
      "成交量（手）        1.401000e+03\n",
      "Name: 57, dtype: float64\n",
      "Unnamed: 0    5.800000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.190176e+06\n",
      "成交量（手）        1.414000e+03\n",
      "Name: 58, dtype: float64\n",
      "Unnamed: 0    5.900000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.258420e+06\n",
      "成交量（手）        1.437000e+03\n",
      "Name: 59, dtype: float64\n",
      "Unnamed: 0    6.000000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.267324e+06\n",
      "成交量（手）        1.440000e+03\n",
      "Name: 60, dtype: float64\n",
      "Unnamed: 0    6.100000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.380215e+06\n",
      "成交量（手）        1.478000e+03\n",
      "Name: 61, dtype: float64\n",
      "Unnamed: 0    6.200000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.466386e+06\n",
      "成交量（手）        1.507000e+03\n",
      "Name: 62, dtype: float64\n",
      "Unnamed: 0    6.300000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.469365e+06\n",
      "成交量（手）        1.508000e+03\n",
      "Name: 63, dtype: float64\n",
      "Unnamed: 0    6.400000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.523033e+06\n",
      "成交量（手）        1.526000e+03\n",
      "Name: 64, dtype: float64\n",
      "Unnamed: 0    6.500000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.693009e+06\n",
      "成交量（手）        1.583000e+03\n",
      "Name: 65, dtype: float64\n",
      "Unnamed: 0    6.600000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.713825e+06\n",
      "成交量（手）        1.590000e+03\n",
      "Name: 66, dtype: float64\n",
      "Unnamed: 0    6.700000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.719786e+06\n",
      "成交量（手）        1.592000e+03\n",
      "Name: 67, dtype: float64\n",
      "Unnamed: 0    6.800000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.767494e+06\n",
      "成交量（手）        1.608000e+03\n",
      "Name: 68, dtype: float64\n",
      "Unnamed: 0    6.900000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.782367e+06\n",
      "成交量（手）        1.613000e+03\n",
      "Name: 69, dtype: float64\n",
      "Unnamed: 0    7.000000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.850756e+06\n",
      "成交量（手）        1.636000e+03\n",
      "Name: 70, dtype: float64\n",
      "Unnamed: 0    7.100000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        4.877540e+06\n",
      "成交量（手）        1.645000e+03\n",
      "Name: 71, dtype: float64\n",
      "Unnamed: 0    7.200000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.193325e+06\n",
      "成交量（手）        1.751000e+03\n",
      "Name: 72, dtype: float64\n",
      "Unnamed: 0    7.300000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.217176e+06\n",
      "成交量（手）        1.759000e+03\n",
      "Name: 73, dtype: float64\n",
      "Unnamed: 0    7.400000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.235078e+06\n",
      "成交量（手）        1.765000e+03\n",
      "Name: 74, dtype: float64\n",
      "Unnamed: 0    7.500000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.984000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.249997e+06\n",
      "成交量（手）        1.770000e+03\n",
      "Name: 75, dtype: float64\n",
      "Unnamed: 0    7.600000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.985000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.255964e+06\n",
      "成交量（手）        1.772000e+03\n",
      "Name: 76, dtype: float64\n",
      "Unnamed: 0    7.700000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.990000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.399375e+06\n",
      "成交量（手）        1.820000e+03\n",
      "Name: 77, dtype: float64\n",
      "Unnamed: 0    7.800000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.991000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.468144e+06\n",
      "成交量（手）        1.843000e+03\n",
      "Name: 78, dtype: float64\n",
      "Unnamed: 0    7.900000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.993000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.477137e+06\n",
      "成交量（手）        1.846000e+03\n",
      "Name: 79, dtype: float64\n",
      "Unnamed: 0    8.000000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.563968e+06\n",
      "成交量（手）        1.875000e+03\n",
      "Name: 80, dtype: float64\n",
      "Unnamed: 0    8.100000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.746551e+06\n",
      "成交量（手）        1.936000e+03\n",
      "Name: 81, dtype: float64\n",
      "Unnamed: 0    8.200000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.779494e+06\n",
      "成交量（手）        1.947000e+03\n",
      "Name: 82, dtype: float64\n",
      "Unnamed: 0    8.300000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        5.836365e+06\n",
      "成交量（手）        1.966000e+03\n",
      "Name: 83, dtype: float64\n",
      "Unnamed: 0    8.400000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.063576e+06\n",
      "成交量（手）        2.042000e+03\n",
      "Name: 84, dtype: float64\n",
      "Unnamed: 0    8.500000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.233883e+06\n",
      "成交量（手）        2.099000e+03\n",
      "Name: 85, dtype: float64\n",
      "Unnamed: 0    8.600000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.242855e+06\n",
      "成交量（手）        2.102000e+03\n",
      "Name: 86, dtype: float64\n",
      "Unnamed: 0    8.700000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.251828e+06\n",
      "成交量（手）        2.105000e+03\n",
      "Name: 87, dtype: float64\n",
      "Unnamed: 0    8.800000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.257811e+06\n",
      "成交量（手）        2.107000e+03\n",
      "Name: 88, dtype: float64\n",
      "Unnamed: 0    8.900000e+01\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.260802e+06\n",
      "成交量（手）        2.108000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.281740e+06\n",
      "成交量（手）        2.115000e+03\n",
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      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.281740e+06\n",
      "成交量（手）        2.115000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.290714e+06\n",
      "成交量（手）        2.118000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.308641e+06\n",
      "成交量（手）        2.124000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.323577e+06\n",
      "成交量（手）        2.129000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.359412e+06\n",
      "成交量（手）        2.141000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.383282e+06\n",
      "成交量（手）        2.149000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.562232e+06\n",
      "成交量（手）        2.209000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.583093e+06\n",
      "成交量（手）        2.216000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.720153e+06\n",
      "成交量（手）        2.262000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.785855e+06\n",
      "成交量（手）        2.284000e+03\n",
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      "Unnamed: 0    1.010000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.791820e+06\n",
      "成交量（手）        2.286000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.806767e+06\n",
      "成交量（手）        2.291000e+03\n",
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      "Unnamed: 0    1.030000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.839656e+06\n",
      "成交量（手）        2.302000e+03\n",
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      "Unnamed: 0    1.040000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.926286e+06\n",
      "成交量（手）        2.331000e+03\n",
      "Name: 104, dtype: float64\n",
      "Unnamed: 0    1.050000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.932252e+06\n",
      "成交量（手）        2.333000e+03\n",
      "Name: 105, dtype: float64\n",
      "Unnamed: 0    1.060000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.947179e+06\n",
      "成交量（手）        2.338000e+03\n",
      "Name: 106, dtype: float64\n",
      "Unnamed: 0    1.070000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.968097e+06\n",
      "成交量（手）        2.345000e+03\n",
      "Name: 107, dtype: float64\n",
      "Unnamed: 0    1.080000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.974063e+06\n",
      "成交量（手）        2.347000e+03\n",
      "Name: 108, dtype: float64\n",
      "Unnamed: 0    1.090000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.977058e+06\n",
      "成交量（手）        2.348000e+03\n",
      "Name: 109, dtype: float64\n",
      "Unnamed: 0    1.100000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.980053e+06\n",
      "成交量（手）        2.349000e+03\n",
      "Name: 110, dtype: float64\n",
      "Unnamed: 0    1.110000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.980053e+06\n",
      "成交量（手）        2.349000e+03\n",
      "Name: 111, dtype: float64\n",
      "Unnamed: 0    1.120000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        6.989015e+06\n",
      "成交量（手）        2.352000e+03\n",
      "Name: 112, dtype: float64\n",
      "Unnamed: 0    1.130000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.024838e+06\n",
      "成交量（手）        2.364000e+03\n",
      "Name: 113, dtype: float64\n",
      "Unnamed: 0    1.140000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.036796e+06\n",
      "成交量（手）        2.368000e+03\n",
      "Name: 114, dtype: float64\n",
      "Unnamed: 0    1.150000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.087528e+06\n",
      "成交量（手）        2.385000e+03\n",
      "Name: 115, dtype: float64\n",
      "Unnamed: 0    1.160000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.165178e+06\n",
      "成交量（手）        2.411000e+03\n",
      "Name: 116, dtype: float64\n",
      "Unnamed: 0    1.170000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.311587e+06\n",
      "成交量（手）        2.460000e+03\n",
      "Name: 117, dtype: float64\n",
      "Unnamed: 0    1.180000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.359390e+06\n",
      "成交量（手）        2.476000e+03\n",
      "Name: 118, dtype: float64\n",
      "Unnamed: 0    1.190000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.437019e+06\n",
      "成交量（手）        2.502000e+03\n",
      "Name: 119, dtype: float64\n",
      "Unnamed: 0    1.200000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.460924e+06\n",
      "成交量（手）        2.510000e+03\n",
      "Name: 120, dtype: float64\n",
      "Unnamed: 0    1.210000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.508737e+06\n",
      "成交量（手）        2.526000e+03\n",
      "Name: 121, dtype: float64\n",
      "Unnamed: 0    1.220000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.649220e+06\n",
      "成交量（手）        2.573000e+03\n",
      "Name: 122, dtype: float64\n",
      "Unnamed: 0    1.230000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.661189e+06\n",
      "成交量（手）        2.577000e+03\n",
      "Name: 123, dtype: float64\n",
      "Unnamed: 0    1.240000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.670159e+06\n",
      "成交量（手）        2.580000e+03\n",
      "Name: 124, dtype: float64\n",
      "Unnamed: 0    1.250000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.676131e+06\n",
      "成交量（手）        2.582000e+03\n",
      "Name: 125, dtype: float64\n",
      "Unnamed: 0    1.260000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.807649e+06\n",
      "成交量（手）        2.626000e+03\n",
      "Name: 126, dtype: float64\n",
      "Unnamed: 0    1.270000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.813622e+06\n",
      "成交量（手）        2.628000e+03\n",
      "Name: 127, dtype: float64\n",
      "Unnamed: 0    1.280000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        7.951165e+06\n",
      "成交量（手）        2.674000e+03\n",
      "Name: 128, dtype: float64\n",
      "Unnamed: 0    1.290000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.250208e+06\n",
      "成交量（手）        2.774000e+03\n",
      "Name: 129, dtype: float64\n",
      "Unnamed: 0    1.300000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.435625e+06\n",
      "成交量（手）        2.836000e+03\n",
      "Name: 130, dtype: float64\n",
      "Unnamed: 0    1.310000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.507384e+06\n",
      "成交量（手）        2.860000e+03\n",
      "Name: 131, dtype: float64\n",
      "Unnamed: 0    1.320000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.507384e+06\n",
      "成交量（手）        2.860000e+03\n",
      "Name: 132, dtype: float64\n",
      "Unnamed: 0    1.330000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.597114e+06\n",
      "成交量（手）        2.890000e+03\n",
      "Name: 133, dtype: float64\n",
      "Unnamed: 0    1.340000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.665912e+06\n",
      "成交量（手）        2.913000e+03\n",
      "Name: 134, dtype: float64\n",
      "Unnamed: 0    1.350000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.665912e+06\n",
      "成交量（手）        2.913000e+03\n",
      "Name: 135, dtype: float64\n",
      "Unnamed: 0    1.360000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.713804e+06\n",
      "成交量（手）        2.929000e+03\n",
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      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.782642e+06\n",
      "成交量（手）        2.952000e+03\n",
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      "Unnamed: 0    1.380000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.995000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        8.806592e+06\n",
      "成交量（手）        2.960000e+03\n",
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      "Unnamed: 0    1.390000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.999000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.037322e+06\n",
      "成交量（手）        3.037000e+03\n",
      "Name: 139, dtype: float64\n",
      "Unnamed: 0    1.400000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.999000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.037322e+06\n",
      "成交量（手）        3.037000e+03\n",
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      "Unnamed: 0    1.410000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           2.999000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.043304e+06\n",
      "成交量（手）        3.039000e+03\n",
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      "Unnamed: 0    1.420000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.004000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.157336e+06\n",
      "成交量（手）        3.077000e+03\n",
      "Name: 142, dtype: float64\n",
      "Unnamed: 0    1.430000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.004000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.169364e+06\n",
      "成交量（手）        3.081000e+03\n",
      "Name: 143, dtype: float64\n",
      "Unnamed: 0    1.440000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.005000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.187375e+06\n",
      "成交量（手）        3.087000e+03\n",
      "Name: 144, dtype: float64\n",
      "Unnamed: 0    1.450000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.008000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.361690e+06\n",
      "成交量（手）        3.145000e+03\n",
      "Name: 145, dtype: float64\n",
      "Unnamed: 0    1.460000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.008000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.505912e+06\n",
      "成交量（手）        3.193000e+03\n",
      "Name: 146, dtype: float64\n",
      "Unnamed: 0    1.470000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.008000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.505912e+06\n",
      "成交量（手）        3.193000e+03\n",
      "Name: 147, dtype: float64\n",
      "Unnamed: 0    1.480000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.008000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.728407e+06\n",
      "成交量（手）        3.267000e+03\n",
      "Name: 148, dtype: float64\n",
      "Unnamed: 0    1.490000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.008000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.902847e+06\n",
      "成交量（手）        3.325000e+03\n",
      "Name: 149, dtype: float64\n",
      "Unnamed: 0    1.500000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.008000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        9.911882e+06\n",
      "成交量（手）        3.328000e+03\n",
      "Name: 150, dtype: float64\n",
      "Unnamed: 0    1.510000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.010000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.011648e+07\n",
      "成交量（手）        3.396000e+03\n",
      "Name: 151, dtype: float64\n",
      "Unnamed: 0    1.520000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.022807e+07\n",
      "成交量（手）        3.433000e+03\n",
      "Name: 152, dtype: float64\n",
      "Unnamed: 0    1.530000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.025818e+07\n",
      "成交量（手）        3.443000e+03\n",
      "Name: 153, dtype: float64\n",
      "Unnamed: 0    1.540000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.033045e+07\n",
      "成交量（手）        3.467000e+03\n",
      "Name: 154, dtype: float64\n",
      "Unnamed: 0    1.550000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.043596e+07\n",
      "成交量（手）        3.502000e+03\n",
      "Name: 155, dtype: float64\n",
      "Unnamed: 0    1.560000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.044802e+07\n",
      "成交量（手）        3.506000e+03\n",
      "Name: 156, dtype: float64\n",
      "Unnamed: 0    1.570000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.068933e+07\n",
      "成交量（手）        3.586000e+03\n",
      "Name: 157, dtype: float64\n",
      "Unnamed: 0    1.580000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.070441e+07\n",
      "成交量（手）        3.591000e+03\n",
      "Name: 158, dtype: float64\n",
      "Unnamed: 0    1.590000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.071946e+07\n",
      "成交量（手）        3.596000e+03\n",
      "Name: 159, dtype: float64\n",
      "Unnamed: 0    1.600000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.079489e+07\n",
      "成交量（手）        3.621000e+03\n",
      "Name: 160, dtype: float64\n",
      "Unnamed: 0    1.610000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.087029e+07\n",
      "成交量（手）        3.646000e+03\n",
      "Name: 161, dtype: float64\n",
      "Unnamed: 0    1.620000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.087029e+07\n",
      "成交量（手）        3.646000e+03\n",
      "Name: 162, dtype: float64\n",
      "Unnamed: 0    1.630000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.096382e+07\n",
      "成交量（手）        3.677000e+03\n",
      "Name: 163, dtype: float64\n",
      "Unnamed: 0    1.640000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.097590e+07\n",
      "成交量（手）        3.681000e+03\n",
      "Name: 164, dtype: float64\n",
      "Unnamed: 0    1.650000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.098491e+07\n",
      "成交量（手）        3.684000e+03\n",
      "Name: 165, dtype: float64\n",
      "Unnamed: 0    1.660000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.106031e+07\n",
      "成交量（手）        3.709000e+03\n",
      "Name: 166, dtype: float64\n",
      "Unnamed: 0    1.670000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.123825e+07\n",
      "成交量（手）        3.768000e+03\n",
      "Name: 167, dtype: float64\n",
      "Unnamed: 0    1.680000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.124127e+07\n",
      "成交量（手）        3.769000e+03\n",
      "Name: 168, dtype: float64\n",
      "Unnamed: 0    1.690000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.124127e+07\n",
      "成交量（手）        3.769000e+03\n",
      "Name: 169, dtype: float64\n",
      "Unnamed: 0    1.700000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.129250e+07\n",
      "成交量（手）        3.786000e+03\n",
      "Name: 170, dtype: float64\n",
      "Unnamed: 0    1.710000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.130156e+07\n",
      "成交量（手）        3.789000e+03\n",
      "Name: 171, dtype: float64\n",
      "Unnamed: 0    1.720000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.133166e+07\n",
      "成交量（手）        3.799000e+03\n",
      "Name: 172, dtype: float64\n",
      "Unnamed: 0    1.730000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.136783e+07\n",
      "成交量（手）        3.811000e+03\n",
      "Name: 173, dtype: float64\n",
      "Unnamed: 0    1.740000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.138592e+07\n",
      "成交量（手）        3.817000e+03\n",
      "Name: 174, dtype: float64\n",
      "Unnamed: 0    1.750000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.138592e+07\n",
      "成交量（手）        3.817000e+03\n",
      "Name: 175, dtype: float64\n",
      "Unnamed: 0    1.760000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.141005e+07\n",
      "成交量（手）        3.825000e+03\n",
      "Name: 176, dtype: float64\n",
      "Unnamed: 0    1.770000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.141606e+07\n",
      "成交量（手）        3.827000e+03\n",
      "Name: 177, dtype: float64\n",
      "Unnamed: 0    1.780000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.145526e+07\n",
      "成交量（手）        3.840000e+03\n",
      "Name: 178, dtype: float64\n",
      "Unnamed: 0    1.790000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.150647e+07\n",
      "成交量（手）        3.857000e+03\n",
      "Name: 179, dtype: float64\n",
      "Unnamed: 0    1.800000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.153057e+07\n",
      "成交量（手）        3.865000e+03\n",
      "Name: 180, dtype: float64\n",
      "Unnamed: 0    1.810000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.170824e+07\n",
      "成交量（手）        3.924000e+03\n",
      "Name: 181, dtype: float64\n",
      "Unnamed: 0    1.820000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.170824e+07\n",
      "成交量（手）        3.924000e+03\n",
      "Name: 182, dtype: float64\n",
      "Unnamed: 0    1.830000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.171424e+07\n",
      "成交量（手）        3.926000e+03\n",
      "Name: 183, dtype: float64\n",
      "Unnamed: 0    1.840000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.178048e+07\n",
      "成交量（手）        3.948000e+03\n",
      "Name: 184, dtype: float64\n",
      "Unnamed: 0    1.850000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.018000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.178652e+07\n",
      "成交量（手）        3.950000e+03\n",
      "Name: 185, dtype: float64\n",
      "Unnamed: 0    1.860000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.019000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.328608e+07\n",
      "成交量（手）        4.447000e+03\n",
      "Name: 186, dtype: float64\n",
      "Unnamed: 0    1.870000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.358495e+07\n",
      "成交量（手）        4.546000e+03\n",
      "Name: 187, dtype: float64\n",
      "Unnamed: 0    1.880000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.360007e+07\n",
      "成交量（手）        4.551000e+03\n",
      "Name: 188, dtype: float64\n",
      "Unnamed: 0    1.890000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.361216e+07\n",
      "成交量（手）        4.555000e+03\n",
      "Name: 189, dtype: float64\n",
      "Unnamed: 0    1.900000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.362122e+07\n",
      "成交量（手）        4.558000e+03\n",
      "Name: 190, dtype: float64\n",
      "Unnamed: 0    1.910000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.371786e+07\n",
      "成交量（手）        4.590000e+03\n",
      "Name: 191, dtype: float64\n",
      "Unnamed: 0    1.920000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.374503e+07\n",
      "成交量（手）        4.599000e+03\n",
      "Name: 192, dtype: float64\n",
      "Unnamed: 0    1.930000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.395942e+07\n",
      "成交量（手）        4.670000e+03\n",
      "Name: 193, dtype: float64\n",
      "Unnamed: 0    1.940000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.398960e+07\n",
      "成交量（手）        4.680000e+03\n",
      "Name: 194, dtype: float64\n",
      "Unnamed: 0    1.950000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.411642e+07\n",
      "成交量（手）        4.722000e+03\n",
      "Name: 195, dtype: float64\n",
      "Unnamed: 0    1.960000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.415870e+07\n",
      "成交量（手）        4.736000e+03\n",
      "Name: 196, dtype: float64\n",
      "Unnamed: 0    1.970000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.477176e+07\n",
      "成交量（手）        4.939000e+03\n",
      "Name: 197, dtype: float64\n",
      "Unnamed: 0    1.980000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.479289e+07\n",
      "成交量（手）        4.946000e+03\n",
      "Name: 198, dtype: float64\n",
      "Unnamed: 0    1.990000e+02\n",
      "时间            2.022101e+13\n",
      "收盘价           2.987000e+01\n",
      "开盘价           2.954000e+01\n",
      "最高价           3.020000e+01\n",
      "最低价           2.951000e+01\n",
      "成交额（元）        1.482609e+07\n",
      "成交量（手）        4.957000e+03\n",
      "Name: 199, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "# for index, row in file_data.iterrows():\n",
    "#     print(row)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 考虑九个action，分别从0-8\n",
    "## 0：买100手      1：买50手  2：买20手  3：买10手  4：不动  5：卖10手  6：卖20手  7：卖50手  8：卖100手"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [],
   "source": [
    "action_choose = [0, 1, 2, 3, 4, 5, 6, 7, 8]\n"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [
    {
     "data": {
      "text/plain": "4"
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# random.choice(action_choose)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%d\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 初始化数据 当前持仓数量以及当前持仓平均价 positions_number,positions"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [],
   "source": [
    "init_positions_number = 0\n",
    "init_positions = file_data.iloc[0].收盘价\n",
    "\n",
    "init_current_line = 0"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "outputs": [
    {
     "data": {
      "text/plain": "(Sequential(\n   (0): Linear(in_features=11, out_features=128, bias=True)\n   (1): ReLU()\n   (2): Linear(in_features=128, out_features=9, bias=True)\n ),\n Sequential(\n   (0): Linear(in_features=11, out_features=128, bias=True)\n   (1): ReLU()\n   (2): Linear(in_features=128, out_features=9, bias=True)\n ))"
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "# 对应于状态的8个维度，和3个action\n",
    "#计算动作的模型,也是真正要用的模型\n",
    "model = torch.nn.Sequential(\n",
    "    torch.nn.Linear(11, 128),\n",
    "    torch.nn.ReLU(),\n",
    "    torch.nn.Linear(128, 9),\n",
    ")\n",
    "\n",
    "#经验网络,用于评估一个状态的分数\n",
    "next_model = torch.nn.Sequential(\n",
    "    torch.nn.Linear(11, 128),\n",
    "    torch.nn.ReLU(),\n",
    "    torch.nn.Linear(128, 9),\n",
    ")\n",
    "\n",
    "#把model的参数复制给next_model\n",
    "next_model.load_state_dict(model.state_dict())\n",
    "# model.to('cuda:0')\n",
    "# next_model.to('cuda:0')\n",
    "\n",
    "model, next_model"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "outputs": [],
   "source": [
    "class StockEnv:\n",
    "    def __init__(self):\n",
    "        self.stock_data = file_data\n",
    "        self.over_line = len(self.stock_data)\n",
    "        self.action_choose = action_choose\n",
    "        self.current_line = init_current_line\n",
    "        self.positions_number = init_positions_number\n",
    "        self.positions_price = init_positions\n",
    "        self.rating = 500  # 赚钱的比例系数\n",
    "\n",
    "    def step(self, action):\n",
    "        this_time_stock = self.stock_data.iloc[self.current_line]\n",
    "        action2reward = -15\n",
    "        if action == 0:\n",
    "            # 买100手\n",
    "            self.positions_price = ((self.positions_price * self.positions_number) + 100 *\n",
    "                                    this_time_stock['价']) / (self.positions_number + 100)\n",
    "            self.positions_number = self.positions_number + 100\n",
    "            action2reward = -400\n",
    "        elif action == 1:\n",
    "            # 买50手\n",
    "            self.positions_price = ((self.positions_price * self.positions_number) + 50 *\n",
    "                                    this_time_stock['价']) / (self.positions_number + 50)\n",
    "            self.positions_number = self.positions_number + 50\n",
    "            action2reward = -200\n",
    "        elif action == 2:\n",
    "            # 买20手\n",
    "            self.positions_price = ((self.positions_price * self.positions_number) + 20 *\n",
    "                                    this_time_stock['价']) / (self.positions_number + 20)\n",
    "            self.positions_number = self.positions_number + 20\n",
    "            action2reward = -80\n",
    "        elif action == 3:\n",
    "            # 买10手\n",
    "            self.positions_price = ((self.positions_price * self.positions_number) + 10 *\n",
    "                                    this_time_stock['价']) / (self.positions_number + 10)\n",
    "            self.positions_number = self.positions_number + 10\n",
    "            action2reward = -20\n",
    "        elif action == 4:\n",
    "            pass\n",
    "        elif action == 5:\n",
    "            # 卖10手\n",
    "            if self.positions_number < 10:\n",
    "                action2reward = -100000\n",
    "            else:\n",
    "                action2reward = self.rating * (this_time_stock['价'] - self.positions_price) * 10 - 10  # 赚到0元也要扣10reward\n",
    "                self.positions_number = self.positions_number - 10\n",
    "        elif action == 6:\n",
    "            # 卖20手\n",
    "            if self.positions_number < 20:\n",
    "                action2reward = -200000\n",
    "            else:\n",
    "                action2reward = self.rating * (this_time_stock['价'] - self.positions_price) * 20 - 10\n",
    "                self.positions_number = self.positions_number - 20\n",
    "        elif action == 7:\n",
    "            # 卖50手\n",
    "            if self.positions_number < 50:\n",
    "                action2reward = -500000\n",
    "            else:\n",
    "                action2reward = self.rating * (this_time_stock['价'] - self.positions_price) * 50 - 10\n",
    "                self.positions_number = self.positions_number - 50\n",
    "        elif action == 8:\n",
    "            # 卖100手\n",
    "            if self.positions_number < 100:\n",
    "                action2reward = -1000000\n",
    "            else:\n",
    "                action2reward = self.rating * (this_time_stock['价'] - self.positions_price) * 100 - 10\n",
    "                self.positions_number = self.positions_number - 100\n",
    "        else:\n",
    "            pass\n",
    "\n",
    "        self.current_line += 1\n",
    "        # print(self.current_line)\n",
    "        current_stock = self.stock_data.iloc[self.current_line]\n",
    "        next_state = (current_stock['收盘价'], current_stock['开盘价'], current_stock['最高价'],\n",
    "                      current_stock['最低价'], current_stock['成交额（元）'], current_stock['成交量（手）'],\n",
    "                      current_stock['当前额'], current_stock['当前量'], current_stock['价'],\n",
    "                      self.positions_number, self.positions_price)\n",
    "        over = self.current_line == self.over_line - 1\n",
    "        return next_state, action2reward, over, None\n",
    "\n",
    "    # 返回null只是为了对比\n",
    "\n",
    "    def get_current_state(self):\n",
    "        current_stock = self.stock_data.iloc[self.current_line]\n",
    "        state = (current_stock['收盘价'], current_stock['开盘价'], current_stock['最高价'],\n",
    "                 current_stock['最低价'], current_stock['成交额（元）'], current_stock['成交量（手）'],\n",
    "                 current_stock['当前额'], current_stock['当前量'], current_stock['价'],\n",
    "                 self.positions_number, self.positions_price)\n",
    "        return state\n",
    "\n",
    "    def get_action(self, state):\n",
    "        if random.random() < 0.01:\n",
    "            # print(\"随机了一个动作\")\n",
    "            return random.choice(self.action_choose)\n",
    "\n",
    "        #走神经网络,得到一个动作\n",
    "        # print('走神经网络,得到一个动作')\n",
    "        reshape_state = torch.FloatTensor(state).reshape(1, 11)\n",
    "\n",
    "        return model(reshape_state).argmax().item()\n",
    "\n",
    "    def reset(self):\n",
    "        self.current_line = init_current_line\n",
    "        self.positions_number = init_positions_number\n",
    "        self.positions_price = init_positions\n",
    "\n",
    "        return self.get_current_state()\n",
    "\n",
    "\n",
    "env = StockEnv()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [],
   "source": [
    "# env.reset()\n",
    "# a=env.get_action(env.get_current_state())\n",
    "# env.step(a)\n",
    "\n",
    "# reshape_state = torch.FloatTensor(env.get_current_state()).reshape(1, 8)\n",
    "# model(reshape_state).argmax().item()\n"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "outputs": [],
   "source": [
    "\n",
    "# len(env.stock_data)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [],
   "source": [
    "# print(file_data.iloc[0])"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [],
   "source": [
    "# import torch\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "(25.96, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 25.96, 0, 25.96)"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "state = env.get_current_state()\n",
    "state"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "outputs": [],
   "source": [
    "# env.get_action(state)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "outputs": [],
   "source": [
    "# env.reset()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "outputs": [
    {
     "data": {
      "text/plain": "((5994, 994), 5000)"
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "#样本池\n",
    "datas = []\n",
    "\n",
    "\n",
    "#向样本池中添加N条数据,删除M条最古老的数据\n",
    "def update_data():\n",
    "    old_count = len(datas)\n",
    "\n",
    "    #玩到新增了N个数据为止\n",
    "    while len(datas) - old_count < 5000:\n",
    "        #初始化\n",
    "        state = env.reset()\n",
    "\n",
    "        #玩到游戏结束为止\n",
    "        over = False\n",
    "        while not over:\n",
    "            #根据当前状态得到一个动作\n",
    "            action = env.get_action(state)\n",
    "\n",
    "            #执行动作,得到反馈\n",
    "            next_state, reward, over, _ = env.step(action)\n",
    "\n",
    "            #记录数据样本\n",
    "            datas.append((state, action, reward, next_state, over))\n",
    "\n",
    "            #更新游戏状态,开始下一个动作\n",
    "            state = next_state\n",
    "\n",
    "    update_count = len(datas) - old_count\n",
    "    drop_count = max(len(datas) - 5000, 0)\n",
    "\n",
    "    #数据上限,超出时从最古老的开始删除\n",
    "    while len(datas) > 5000:\n",
    "        datas.pop(0)\n",
    "\n",
    "    return update_count, drop_count\n",
    "\n",
    "update_data(), len(datas)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "outputs": [
    {
     "data": {
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  26.05,\n   25.99,\n   2802746.0,\n   1078.0,\n   353650.0,\n   136.0,\n   26.0,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.05,\n   25.99,\n   2802746.0,\n   1078.0,\n   353650.0,\n   136.0,\n   26.0,\n   10,\n   26.0),\n  8,\n  -100000,\n  (25.96,\n   26.0,\n   26.05,\n   25.99,\n   3263564.0,\n   1255.0,\n   460818.0,\n   177.0,\n   26.03,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.05,\n   25.99,\n   3263564.0,\n   1255.0,\n   460818.0,\n   177.0,\n   26.03,\n   10,\n   26.0),\n  8,\n  -100000,\n  (25.96,\n   26.0,\n   26.08,\n   25.99,\n   3487364.0,\n   1341.0,\n   223800.0,\n   86.0,\n   26.02,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.08,\n   25.99,\n   3487364.0,\n   1341.0,\n   223800.0,\n   86.0,\n   26.02,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.08,\n   25.99,\n   3648936.0,\n   1403.0,\n   161572.0,\n   62.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.08,\n   25.99,\n   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26.0),\n  False),\n ((25.96, 26.0, 26.09, 25.99, 3990532.0, 1534.0, 0.0, 0.0, 26.07, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   4329628.0,\n   1664.0,\n   339096.0,\n   130.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   4329628.0,\n   1664.0,\n   339096.0,\n   130.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   4942698.0,\n   1899.0,\n   613070.0,\n   235.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   4942698.0,\n   1899.0,\n   613070.0,\n   235.0,\n   26.09,\n   10,\n   26.0),\n  8,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   4994849.0,\n   1919.0,\n   52151.0,\n   20.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   4994849.0,\n   1919.0,\n   52151.0,\n   20.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   5383562.0,\n   2068.0,\n   388713.0,\n   149.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   5383562.0,\n   2068.0,\n   388713.0,\n   149.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   5874060.0,\n   2256.0,\n   490498.0,\n   188.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   5874060.0,\n   2256.0,\n   490498.0,\n   188.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   6218471.0,\n   2388.0,\n   344411.0,\n   132.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   6218471.0,\n   2388.0,\n   344411.0,\n   132.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   6341032.0,\n   2435.0,\n   122561.0,\n   47.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   6341032.0,\n   2435.0,\n   122561.0,\n   47.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   6497354.0,\n   2495.0,\n   156322.0,\n   60.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   6497354.0,\n   2495.0,\n   156322.0,\n   60.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   6747585.0,\n   2591.0,\n   250231.0,\n   96.0,\n   26.07,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   6747585.0,\n   2591.0,\n   250231.0,\n   96.0,\n   26.07,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.1, 25.99, 6765815.0, 2598.0, 18230.0, 7.0, 26.04, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.1, 25.99, 6765815.0, 2598.0, 18230.0, 7.0, 26.04, 10, 26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.1, 25.99, 6765815.0, 2598.0, 0.0, 0.0, 26.04, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.1, 25.99, 6765815.0, 2598.0, 0.0, 0.0, 26.04, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   6885610.0,\n   2644.0,\n   119795.0,\n   46.0,\n   26.04,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   6885610.0,\n   2644.0,\n   119795.0,\n   46.0,\n   26.04,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   7548735.0,\n   2899.0,\n   663125.0,\n   255.0,\n   26.0,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   7548735.0,\n   2899.0,\n   663125.0,\n   255.0,\n   26.0,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   7647566.0,\n   2937.0,\n   98831.0,\n   38.0,\n   26.01,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   7647566.0,\n   2937.0,\n   98831.0,\n   38.0,\n   26.01,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.1, 25.99, 7709970.0, 2961.0, 62404.0, 24.0, 26.0, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.1, 25.99, 7709970.0, 2961.0, 62404.0, 24.0, 26.0, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   7780184.0,\n   2988.0,\n   70214.0,\n   27.0,\n   26.01,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   7780184.0,\n   2988.0,\n   70214.0,\n   27.0,\n   26.01,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   8458803.0,\n   3249.0,\n   678619.0,\n   261.0,\n   26.0,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   8458803.0,\n   3249.0,\n   678619.0,\n   261.0,\n   26.0,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   8531571.0,\n   3277.0,\n   72768.0,\n   28.0,\n   25.99,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   8531571.0,\n   3277.0,\n   72768.0,\n   28.0,\n   25.99,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   8614749.0,\n   3309.0,\n   83178.0,\n   32.0,\n   25.99,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   8614749.0,\n   3309.0,\n   83178.0,\n   32.0,\n   25.99,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.99,\n   8700529.0,\n   3342.0,\n   85780.0,\n   33.0,\n   25.99,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.99,\n   8700529.0,\n   3342.0,\n   85780.0,\n   33.0,\n   25.99,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   8809668.0,\n   3384.0,\n   109139.0,\n   42.0,\n   25.99,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   8809668.0,\n   3384.0,\n   109139.0,\n   42.0,\n   25.99,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.1, 25.98, 8809668.0, 3384.0, 0.0, 0.0, 25.99, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.1, 25.98, 8809668.0, 3384.0, 0.0, 0.0, 25.99, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   9311467.0,\n   3577.0,\n   501799.0,\n   193.0,\n   26.0,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   9311467.0,\n   3577.0,\n   501799.0,\n   193.0,\n   26.0,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   9571856.0,\n   3677.0,\n   260389.0,\n   100.0,\n   26.04,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   9571856.0,\n   3677.0,\n   260389.0,\n   100.0,\n   26.04,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   9793388.0,\n   3762.0,\n   221532.0,\n   85.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   9793388.0,\n   3762.0,\n   221532.0,\n   85.0,\n   26.06,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   10152402.0,\n   3900.0,\n   359014.0,\n   138.0,\n   26.02,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   10152402.0,\n   3900.0,\n   359014.0,\n   138.0,\n   26.02,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   10217560.0,\n   3925.0,\n   65158.0,\n   25.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   10217560.0,\n   3925.0,\n   65158.0,\n   25.0,\n   26.06,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   10337426.0,\n   3971.0,\n   119866.0,\n   46.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   10337426.0,\n   3971.0,\n   119866.0,\n   46.0,\n   26.06,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   10459858.0,\n   4018.0,\n   122432.0,\n   47.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   10459858.0,\n   4018.0,\n   122432.0,\n   47.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   10613817.0,\n   4077.0,\n   153959.0,\n   59.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   10613817.0,\n   4077.0,\n   153959.0,\n   59.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   11195652.0,\n   4300.0,\n   581835.0,\n   223.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   11195652.0,\n   4300.0,\n   581835.0,\n   223.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   11357426.0,\n   4362.0,\n   161774.0,\n   62.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   11357426.0,\n   4362.0,\n   161774.0,\n   62.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.1, 25.98, 11357426.0, 4362.0, 0.0, 0.0, 26.09, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.1, 25.98, 11357426.0, 4362.0, 0.0, 0.0, 26.09, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   11406984.0,\n   4381.0,\n   49558.0,\n   19.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   11406984.0,\n   4381.0,\n   49558.0,\n   19.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   11435713.0,\n   4392.0,\n   28729.0,\n   11.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   11435713.0,\n   4392.0,\n   28729.0,\n   11.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   11521815.0,\n   4425.0,\n   86102.0,\n   33.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   11521815.0,\n   4425.0,\n   86102.0,\n   33.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.1,\n   25.98,\n   11680960.0,\n   4486.0,\n   159145.0,\n   61.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.1,\n   25.98,\n   11680960.0,\n   4486.0,\n   159145.0,\n   61.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.12,\n   25.98,\n   11696628.0,\n   4492.0,\n   15668.0,\n   6.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.12,\n   25.98,\n   11696628.0,\n   4492.0,\n   15668.0,\n   6.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.12,\n   25.98,\n   11707089.0,\n   4496.0,\n   10461.0,\n   4.0,\n   26.15,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.12,\n   25.98,\n   11707089.0,\n   4496.0,\n   10461.0,\n   4.0,\n   26.15,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.14,\n   25.98,\n   11863915.0,\n   4556.0,\n   156826.0,\n   60.0,\n   26.14,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.14,\n   25.98,\n   11863915.0,\n   4556.0,\n   156826.0,\n   60.0,\n   26.14,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.14,\n   25.98,\n   11965747.0,\n   4595.0,\n   101832.0,\n   39.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.14,\n   25.98,\n   11965747.0,\n   4595.0,\n   101832.0,\n   39.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12023222.0,\n   4617.0,\n   57475.0,\n   22.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12023222.0,\n   4617.0,\n   57475.0,\n   22.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12148686.0,\n   4665.0,\n   125464.0,\n   48.0,\n   26.14,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12148686.0,\n   4665.0,\n   125464.0,\n   48.0,\n   26.14,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 12148686.0, 4665.0, 0.0, 0.0, 26.14, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 12148686.0, 4665.0, 0.0, 0.0, 26.14, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12169566.0,\n   4673.0,\n   20880.0,\n   8.0,\n   26.1,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12169566.0,\n   4673.0,\n   20880.0,\n   8.0,\n   26.1,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12206072.0,\n   4687.0,\n   36506.0,\n   14.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12206072.0,\n   4687.0,\n   36506.0,\n   14.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12299967.0,\n   4723.0,\n   93895.0,\n   36.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12299967.0,\n   4723.0,\n   93895.0,\n   36.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12420002.0,\n   4769.0,\n   120035.0,\n   46.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12420002.0,\n   4769.0,\n   120035.0,\n   46.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12500928.0,\n   4800.0,\n   80926.0,\n   31.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12500928.0,\n   4800.0,\n   80926.0,\n   31.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12563529.0,\n   4824.0,\n   62601.0,\n   24.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12563529.0,\n   4824.0,\n   62601.0,\n   24.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12581808.0,\n   4831.0,\n   18279.0,\n   7.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12581808.0,\n   4831.0,\n   18279.0,\n   7.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12600087.0,\n   4838.0,\n   18279.0,\n   7.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12600087.0,\n   4838.0,\n   18279.0,\n   7.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12678413.0,\n   4868.0,\n   78326.0,\n   30.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12678413.0,\n   4868.0,\n   78326.0,\n   30.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12743720.0,\n   4893.0,\n   65307.0,\n   25.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12743720.0,\n   4893.0,\n   65307.0,\n   25.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 12743720.0, 4893.0, 0.0, 0.0, 26.12, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 12743720.0, 4893.0, 0.0, 0.0, 26.12, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12934344.0,\n   4966.0,\n   190624.0,\n   73.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12934344.0,\n   4966.0,\n   190624.0,\n   73.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   12968303.0,\n   4979.0,\n   33959.0,\n   13.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   12968303.0,\n   4979.0,\n   33959.0,\n   13.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   13049296.0,\n   5010.0,\n   80993.0,\n   31.0,\n   26.13,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   13049296.0,\n   5010.0,\n   80993.0,\n   31.0,\n   26.13,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   13258228.0,\n   5090.0,\n   208932.0,\n   80.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   13258228.0,\n   5090.0,\n   208932.0,\n   80.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   13519379.0,\n   5190.0,\n   261151.0,\n   100.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   13519379.0,\n   5190.0,\n   261151.0,\n   100.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   13592472.0,\n   5218.0,\n   73093.0,\n   28.0,\n   26.1,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   13592472.0,\n   5218.0,\n   73093.0,\n   28.0,\n   26.1,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   13710009.0,\n   5263.0,\n   117537.0,\n   45.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   13710009.0,\n   5263.0,\n   117537.0,\n   45.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   13743980.0,\n   5276.0,\n   33971.0,\n   13.0,\n   26.13,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   13743980.0,\n   5276.0,\n   33971.0,\n   13.0,\n   26.13,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   13827552.0,\n   5308.0,\n   83572.0,\n   32.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   13827552.0,\n   5308.0,\n   83572.0,\n   32.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14140971.0,\n   5428.0,\n   313419.0,\n   120.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14140971.0,\n   5428.0,\n   313419.0,\n   120.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 14140971.0, 5428.0, 0.0, 0.0, 26.12, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 14140971.0, 5428.0, 0.0, 0.0, 26.12, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14193184.0,\n   5448.0,\n   52213.0,\n   20.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14193184.0,\n   5448.0,\n   52213.0,\n   20.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14240132.0,\n   5466.0,\n   46948.0,\n   18.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14240132.0,\n   5466.0,\n   46948.0,\n   18.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14261029.0,\n   5474.0,\n   20897.0,\n   8.0,\n   26.12,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14261029.0,\n   5474.0,\n   20897.0,\n   8.0,\n   26.12,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14610354.0,\n   5608.0,\n   349325.0,\n   134.0,\n   26.07,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14610354.0,\n   5608.0,\n   349325.0,\n   134.0,\n   26.07,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14644222.0,\n   5621.0,\n   33868.0,\n   13.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14644222.0,\n   5621.0,\n   33868.0,\n   13.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14704200.0,\n   5644.0,\n   59978.0,\n   23.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14704200.0,\n   5644.0,\n   59978.0,\n   23.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14719832.0,\n   5650.0,\n   15632.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14719832.0,\n   5650.0,\n   15632.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14740674.0,\n   5658.0,\n   20842.0,\n   8.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14740674.0,\n   5658.0,\n   20842.0,\n   8.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   14790231.0,\n   5677.0,\n   49557.0,\n   19.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   14790231.0,\n   5677.0,\n   49557.0,\n   19.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15330232.0,\n   5884.0,\n   540001.0,\n   207.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15330232.0,\n   5884.0,\n   540001.0,\n   207.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 15330232.0, 5884.0, 0.0, 0.0, 26.09, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 15330232.0, 5884.0, 0.0, 0.0, 26.09, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15377188.0,\n   5902.0,\n   46956.0,\n   18.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15377188.0,\n   5902.0,\n   46956.0,\n   18.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15392821.0,\n   5908.0,\n   15633.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15392821.0,\n   5908.0,\n   15633.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15408453.0,\n   5914.0,\n   15632.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15408453.0,\n   5914.0,\n   15632.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15486616.0,\n   5944.0,\n   78163.0,\n   30.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15486616.0,\n   5944.0,\n   78163.0,\n   30.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15502249.0,\n   5950.0,\n   15633.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15502249.0,\n   5950.0,\n   15633.0,\n   6.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15593498.0,\n   5985.0,\n   91249.0,\n   35.0,\n   26.07,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15593498.0,\n   5985.0,\n   91249.0,\n   35.0,\n   26.07,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15601314.0,\n   5988.0,\n   7816.0,\n   3.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15601314.0,\n   5988.0,\n   7816.0,\n   3.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15650878.0,\n   6007.0,\n   49564.0,\n   19.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15650878.0,\n   6007.0,\n   49564.0,\n   19.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15679537.0,\n   6018.0,\n   28659.0,\n   11.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15679537.0,\n   6018.0,\n   28659.0,\n   11.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15708258.0,\n   6029.0,\n   28721.0,\n   11.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15708258.0,\n   6029.0,\n   28721.0,\n   11.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 15708258.0, 6029.0, 0.0, 0.0, 26.11, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 15708258.0, 6029.0, 0.0, 0.0, 26.11, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15755156.0,\n   6047.0,\n   46898.0,\n   18.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15755156.0,\n   6047.0,\n   46898.0,\n   18.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15856829.0,\n   6086.0,\n   101673.0,\n   39.0,\n   26.07,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15856829.0,\n   6086.0,\n   101673.0,\n   39.0,\n   26.07,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15937659.0,\n   6117.0,\n   80830.0,\n   31.0,\n   26.07,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15937659.0,\n   6117.0,\n   80830.0,\n   31.0,\n   26.07,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   15987163.0,\n   6136.0,\n   49504.0,\n   19.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   15987163.0,\n   6136.0,\n   49504.0,\n   19.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   16141010.0,\n   6195.0,\n   153847.0,\n   59.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   16141010.0,\n   6195.0,\n   153847.0,\n   59.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   16177487.0,\n   6209.0,\n   36477.0,\n   14.0,\n   26.05,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   16177487.0,\n   6209.0,\n   36477.0,\n   14.0,\n   26.05,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   16221843.0,\n   6226.0,\n   44356.0,\n   17.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   16221843.0,\n   6226.0,\n   44356.0,\n   17.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   16563227.0,\n   6357.0,\n   341384.0,\n   131.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   16563227.0,\n   6357.0,\n   341384.0,\n   131.0,\n   26.06,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 16563227.0, 6357.0, 0.0, 0.0, 26.06, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 16563227.0, 6357.0, 0.0, 0.0, 26.06, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17082313.0,\n   6556.0,\n   519086.0,\n   199.0,\n   26.08,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17082313.0,\n   6556.0,\n   519086.0,\n   199.0,\n   26.08,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17124003.0,\n   6572.0,\n   41690.0,\n   16.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17124003.0,\n   6572.0,\n   41690.0,\n   16.0,\n   26.06,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 17124003.0, 6572.0, 0.0, 0.0, 26.06, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 17124003.0, 6572.0, 0.0, 0.0, 26.06, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17251876.0,\n   6621.0,\n   127873.0,\n   49.0,\n   26.1,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17251876.0,\n   6621.0,\n   127873.0,\n   49.0,\n   26.1,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17400664.0,\n   6678.0,\n   148788.0,\n   57.0,\n   26.1,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17400664.0,\n   6678.0,\n   148788.0,\n   57.0,\n   26.1,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17434604.0,\n   6691.0,\n   33940.0,\n   13.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17434604.0,\n   6691.0,\n   33940.0,\n   13.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17486785.0,\n   6711.0,\n   52181.0,\n   20.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17486785.0,\n   6711.0,\n   52181.0,\n   20.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17489391.0,\n   6712.0,\n   2606.0,\n   1.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17489391.0,\n   6712.0,\n   2606.0,\n   1.0,\n   26.06,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17559879.0,\n   6739.0,\n   70488.0,\n   27.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17559879.0,\n   6739.0,\n   70488.0,\n   27.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17659032.0,\n   6777.0,\n   99153.0,\n   38.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17659032.0,\n   6777.0,\n   99153.0,\n   38.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17677272.0,\n   6784.0,\n   18240.0,\n   7.0,\n   26.06,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17677272.0,\n   6784.0,\n   18240.0,\n   7.0,\n   26.06,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 17677272.0, 6784.0, 0.0, 0.0, 26.06, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 17677272.0, 6784.0, 0.0, 0.0, 26.06, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17692974.0,\n   6790.0,\n   15702.0,\n   6.0,\n   26.17,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17692974.0,\n   6790.0,\n   15702.0,\n   6.0,\n   26.17,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17831284.0,\n   6843.0,\n   138310.0,\n   53.0,\n   26.1,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17831284.0,\n   6843.0,\n   138310.0,\n   53.0,\n   26.1,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.15, 25.98, 17831284.0, 6843.0, 0.0, 0.0, 26.1, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.15, 25.98, 17831284.0, 6843.0, 0.0, 0.0, 26.1, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   17841775.0,\n   6847.0,\n   10491.0,\n   4.0,\n   26.23,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   17841775.0,\n   6847.0,\n   10491.0,\n   4.0,\n   26.23,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   18000935.0,\n   6908.0,\n   159160.0,\n   61.0,\n   26.09,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   18000935.0,\n   6908.0,\n   159160.0,\n   61.0,\n   26.09,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   18131504.0,\n   6958.0,\n   130569.0,\n   50.0,\n   26.11,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   18131504.0,\n   6958.0,\n   130569.0,\n   50.0,\n   26.11,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   18155026.0,\n   6967.0,\n   23522.0,\n   9.0,\n   26.14,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   18155026.0,\n   6967.0,\n   23522.0,\n   9.0,\n   26.14,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.15,\n   25.98,\n   18421248.0,\n   7069.0,\n   266222.0,\n   102.0,\n   26.1,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.15,\n   25.98,\n   18421248.0,\n   7069.0,\n   266222.0,\n   102.0,\n   26.1,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.16,\n   25.98,\n   18938964.0,\n   7267.0,\n   517716.0,\n   198.0,\n   26.15,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.16,\n   25.98,\n   18938964.0,\n   7267.0,\n   517716.0,\n   198.0,\n   26.15,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.19,\n   25.98,\n   19184974.0,\n   7361.0,\n   246010.0,\n   94.0,\n   26.17,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.19,\n   25.98,\n   19184974.0,\n   7361.0,\n   246010.0,\n   94.0,\n   26.17,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.19,\n   25.98,\n   19260926.0,\n   7390.0,\n   75952.0,\n   29.0,\n   26.19,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.19,\n   25.98,\n   19260926.0,\n   7390.0,\n   75952.0,\n   29.0,\n   26.19,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.19,\n   25.98,\n   19634990.0,\n   7533.0,\n   374064.0,\n   143.0,\n   26.16,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.19,\n   25.98,\n   19634990.0,\n   7533.0,\n   374064.0,\n   143.0,\n   26.16,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.19,\n   25.98,\n   19703138.0,\n   7559.0,\n   68148.0,\n   26.0,\n   26.21,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.19,\n   25.98,\n   19703138.0,\n   7559.0,\n   68148.0,\n   26.0,\n   26.21,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20234913.0,\n   7762.0,\n   531775.0,\n   203.0,\n   26.2,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20234913.0,\n   7762.0,\n   531775.0,\n   203.0,\n   26.2,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20292498.0,\n   7784.0,\n   57585.0,\n   22.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20292498.0,\n   7784.0,\n   57585.0,\n   22.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20363277.0,\n   7811.0,\n   70779.0,\n   27.0,\n   26.21,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20363277.0,\n   7811.0,\n   70779.0,\n   27.0,\n   26.21,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20515191.0,\n   7869.0,\n   151914.0,\n   58.0,\n   26.19,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20515191.0,\n   7869.0,\n   151914.0,\n   58.0,\n   26.19,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20572783.0,\n   7891.0,\n   57592.0,\n   22.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20572783.0,\n   7891.0,\n   57592.0,\n   22.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20601620.0,\n   7902.0,\n   28837.0,\n   11.0,\n   26.22,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20601620.0,\n   7902.0,\n   28837.0,\n   11.0,\n   26.22,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20798113.0,\n   7977.0,\n   196493.0,\n   75.0,\n   26.2,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20798113.0,\n   7977.0,\n   196493.0,\n   75.0,\n   26.2,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20839989.0,\n   7993.0,\n   41876.0,\n   16.0,\n   26.17,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20839989.0,\n   7993.0,\n   41876.0,\n   16.0,\n   26.17,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20850498.0,\n   7997.0,\n   10509.0,\n   4.0,\n   26.27,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20850498.0,\n   7997.0,\n   10509.0,\n   4.0,\n   26.27,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20863614.0,\n   8002.0,\n   13116.0,\n   5.0,\n   26.23,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20863614.0,\n   8002.0,\n   13116.0,\n   5.0,\n   26.23,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   20989328.0,\n   8050.0,\n   125714.0,\n   48.0,\n   26.19,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   20989328.0,\n   8050.0,\n   125714.0,\n   48.0,\n   26.19,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 20997231.0, 8053.0, 7903.0, 3.0, 26.34, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 20997231.0, 8053.0, 7903.0, 3.0, 26.34, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21109834.0,\n   8096.0,\n   112603.0,\n   43.0,\n   26.19,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21109834.0,\n   8096.0,\n   112603.0,\n   43.0,\n   26.19,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21130774.0,\n   8104.0,\n   20940.0,\n   8.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21130774.0,\n   8104.0,\n   20940.0,\n   8.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21196204.0,\n   8129.0,\n   65430.0,\n   25.0,\n   26.17,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21196204.0,\n   8129.0,\n   65430.0,\n   25.0,\n   26.17,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21206716.0,\n   8133.0,\n   10512.0,\n   4.0,\n   26.28,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21206716.0,\n   8133.0,\n   10512.0,\n   4.0,\n   26.28,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21217227.0,\n   8137.0,\n   10511.0,\n   4.0,\n   26.28,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21217227.0,\n   8137.0,\n   10511.0,\n   4.0,\n   26.28,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21243383.0,\n   8147.0,\n   26156.0,\n   10.0,\n   26.16,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21243383.0,\n   8147.0,\n   26156.0,\n   10.0,\n   26.16,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21274837.0,\n   8159.0,\n   31454.0,\n   12.0,\n   26.21,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21274837.0,\n   8159.0,\n   31454.0,\n   12.0,\n   26.21,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21316721.0,\n   8175.0,\n   41884.0,\n   16.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21316721.0,\n   8175.0,\n   41884.0,\n   16.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21345568.0,\n   8186.0,\n   28847.0,\n   11.0,\n   26.22,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21345568.0,\n   8186.0,\n   28847.0,\n   11.0,\n   26.22,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 21345568.0, 8186.0, 0.0, 0.0, 26.22, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 21345568.0, 8186.0, 0.0, 0.0, 26.22, 10, 26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 21345568.0, 8186.0, 0.0, 0.0, 26.22, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 21345568.0, 8186.0, 0.0, 0.0, 26.22, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21408396.0,\n   8210.0,\n   62828.0,\n   24.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21408396.0,\n   8210.0,\n   62828.0,\n   24.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21439769.0,\n   8222.0,\n   31373.0,\n   12.0,\n   26.14,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21439769.0,\n   8222.0,\n   31373.0,\n   12.0,\n   26.14,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 21445066.0, 8224.0, 5297.0, 2.0, 26.48, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 21445066.0, 8224.0, 5297.0, 2.0, 26.48, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21615225.0,\n   8289.0,\n   170159.0,\n   65.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21615225.0,\n   8289.0,\n   170159.0,\n   65.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21696396.0,\n   8320.0,\n   81171.0,\n   31.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21696396.0,\n   8320.0,\n   81171.0,\n   31.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 21696396.0, 8320.0, 0.0, 0.0, 26.18, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 21696396.0, 8320.0, 0.0, 0.0, 26.18, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21782786.0,\n   8353.0,\n   86390.0,\n   33.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21782786.0,\n   8353.0,\n   86390.0,\n   33.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21819462.0,\n   8367.0,\n   36676.0,\n   14.0,\n   26.2,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21819462.0,\n   8367.0,\n   36676.0,\n   14.0,\n   26.2,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21853531.0,\n   8380.0,\n   34069.0,\n   13.0,\n   26.21,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21853531.0,\n   8380.0,\n   34069.0,\n   13.0,\n   26.21,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   21879693.0,\n   8390.0,\n   26162.0,\n   10.0,\n   26.16,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   21879693.0,\n   8390.0,\n   26162.0,\n   10.0,\n   26.16,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 21882301.0, 8391.0, 2608.0, 1.0, 26.08, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 21882301.0, 8391.0, 2608.0, 1.0, 26.08, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   22007983.0,\n   8439.0,\n   125682.0,\n   48.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   22007983.0,\n   8439.0,\n   125682.0,\n   48.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   22057702.0,\n   8458.0,\n   49719.0,\n   19.0,\n   26.17,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   22057702.0,\n   8458.0,\n   49719.0,\n   19.0,\n   26.17,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   22133671.0,\n   8487.0,\n   75969.0,\n   29.0,\n   26.2,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   22133671.0,\n   8487.0,\n   75969.0,\n   29.0,\n   26.2,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 22136364.0, 8488.0, 2693.0, 1.0, 26.93, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 22136364.0, 8488.0, 2693.0, 1.0, 26.93, 10, 26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.2, 25.98, 22138972.0, 8489.0, 2608.0, 1.0, 26.08, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.2, 25.98, 22138972.0, 8489.0, 2608.0, 1.0, 26.08, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.2,\n   25.98,\n   22324993.0,\n   8560.0,\n   186021.0,\n   71.0,\n   26.2,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.2,\n   25.98,\n   22324993.0,\n   8560.0,\n   186021.0,\n   71.0,\n   26.2,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.22,\n   25.98,\n   22411403.0,\n   8593.0,\n   86410.0,\n   33.0,\n   26.18,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.22,\n   25.98,\n   22411403.0,\n   8593.0,\n   86410.0,\n   33.0,\n   26.18,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96, 26.0, 26.22, 25.98, 22411403.0, 8593.0, 0.0, 0.0, 26.18, 10, 26.0),\n  False),\n ((25.96, 26.0, 26.22, 25.98, 22411403.0, 8593.0, 0.0, 0.0, 26.18, 10, 26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.23,\n   25.98,\n   22453391.0,\n   8609.0,\n   41988.0,\n   16.0,\n   26.24,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.23,\n   25.98,\n   22453391.0,\n   8609.0,\n   41988.0,\n   16.0,\n   26.24,\n   10,\n   26.0),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.23,\n   25.98,\n   22474342.0,\n   8617.0,\n   20951.0,\n   8.0,\n   26.19,\n   10,\n   26.0),\n  False),\n ((25.96,\n   26.0,\n   26.23,\n   25.98,\n   22474342.0,\n   8617.0,\n   20951.0,\n   8.0,\n   26.19,\n   10,\n   26.0),\n  1,\n  -100,\n  (25.96,\n   26.0,\n   26.23,\n   25.98,\n   22505812.0,\n   8629.0,\n   31470.0,\n   12.0,\n   26.23,\n   60,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.23,\n   25.98,\n   22505812.0,\n   8629.0,\n   31470.0,\n   12.0,\n   26.23,\n   60,\n   26.158333333333335),\n  7,\n  706.6666666666544,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   22773503.0,\n   8731.0,\n   267691.0,\n   102.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   22773503.0,\n   8731.0,\n   267691.0,\n   102.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   22773503.0,\n   8731.0,\n   0.0,\n   0.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   22773503.0,\n   8731.0,\n   0.0,\n   0.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   22967666.0,\n   8805.0,\n   194163.0,\n   74.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   22967666.0,\n   8805.0,\n   194163.0,\n   74.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   22996536.0,\n   8816.0,\n   28870.0,\n   11.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   22996536.0,\n   8816.0,\n   28870.0,\n   11.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   23012275.0,\n   8822.0,\n   15739.0,\n   6.0,\n   26.23,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   23012275.0,\n   8822.0,\n   15739.0,\n   6.0,\n   26.23,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   23122541.0,\n   8864.0,\n   110266.0,\n   42.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   23122541.0,\n   8864.0,\n   110266.0,\n   42.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   23537315.0,\n   9022.0,\n   414774.0,\n   158.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   23537315.0,\n   9022.0,\n   414774.0,\n   158.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   23626560.0,\n   9056.0,\n   89245.0,\n   34.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   23626560.0,\n   9056.0,\n   89245.0,\n   34.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   23636996.0,\n   9060.0,\n   10436.0,\n   4.0,\n   26.09,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   23636996.0,\n   9060.0,\n   10436.0,\n   4.0,\n   26.09,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   23749818.0,\n   9103.0,\n   112822.0,\n   43.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   23749818.0,\n   9103.0,\n   112822.0,\n   43.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.25,\n   25.98,\n   23881092.0,\n   9153.0,\n   131274.0,\n   50.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.25,\n   25.98,\n   23881092.0,\n   9153.0,\n   131274.0,\n   50.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   25239763.0,\n   9670.0,\n   1358671.0,\n   517.0,\n   26.28,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   25239763.0,\n   9670.0,\n   1358671.0,\n   517.0,\n   26.28,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   25255521.0,\n   9676.0,\n   15758.0,\n   6.0,\n   26.26,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   25255521.0,\n   9676.0,\n   15758.0,\n   6.0,\n   26.26,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   25258131.0,\n   9677.0,\n   2610.0,\n   1.0,\n   26.1,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   25258131.0,\n   9677.0,\n   2610.0,\n   1.0,\n   26.1,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   25912517.0,\n   9926.0,\n   654386.0,\n   249.0,\n   26.28,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   25912517.0,\n   9926.0,\n   654386.0,\n   249.0,\n   26.28,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26282520.0,\n   10067.0,\n   370003.0,\n   141.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26282520.0,\n   10067.0,\n   370003.0,\n   141.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26358535.0,\n   10096.0,\n   76015.0,\n   29.0,\n   26.21,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26358535.0,\n   10096.0,\n   76015.0,\n   29.0,\n   26.21,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26450420.0,\n   10131.0,\n   91885.0,\n   35.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26450420.0,\n   10131.0,\n   91885.0,\n   35.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26555362.0,\n   10171.0,\n   104942.0,\n   40.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26555362.0,\n   10171.0,\n   104942.0,\n   40.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26717953.0,\n   10233.0,\n   162591.0,\n   62.0,\n   26.22,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26717953.0,\n   10233.0,\n   162591.0,\n   62.0,\n   26.22,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26728499.0,\n   10237.0,\n   10546.0,\n   4.0,\n   26.36,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26728499.0,\n   10237.0,\n   10546.0,\n   4.0,\n   26.36,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26733721.0,\n   10239.0,\n   5222.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26733721.0,\n   10239.0,\n   5222.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26733721.0,\n   10239.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26733721.0,\n   10239.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26857054.0,\n   10286.0,\n   123333.0,\n   47.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26857054.0,\n   10286.0,\n   123333.0,\n   47.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   26904259.0,\n   10304.0,\n   47205.0,\n   18.0,\n   26.23,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   26904259.0,\n   10304.0,\n   47205.0,\n   18.0,\n   26.23,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27035432.0,\n   10354.0,\n   131173.0,\n   50.0,\n   26.23,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27035432.0,\n   10354.0,\n   131173.0,\n   50.0,\n   26.23,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27108959.0,\n   10382.0,\n   73527.0,\n   28.0,\n   26.26,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27108959.0,\n   10382.0,\n   73527.0,\n   28.0,\n   26.26,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27237531.0,\n   10431.0,\n   128572.0,\n   49.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27237531.0,\n   10431.0,\n   128572.0,\n   49.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27384493.0,\n   10487.0,\n   146962.0,\n   56.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27384493.0,\n   10487.0,\n   146962.0,\n   56.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27392432.0,\n   10490.0,\n   7939.0,\n   3.0,\n   26.46,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27392432.0,\n   10490.0,\n   7939.0,\n   3.0,\n   26.46,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27494798.0,\n   10529.0,\n   102366.0,\n   39.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27494798.0,\n   10529.0,\n   102366.0,\n   39.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27494798.0,\n   10529.0,\n   0.0,\n   0.0,\n   26.25,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27494798.0,\n   10529.0,\n   0.0,\n   0.0,\n   26.25,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27542013.0,\n   10547.0,\n   47215.0,\n   18.0,\n   26.23,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27542013.0,\n   10547.0,\n   47215.0,\n   18.0,\n   26.23,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27578678.0,\n   10561.0,\n   36665.0,\n   14.0,\n   26.19,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27578678.0,\n   10561.0,\n   36665.0,\n   14.0,\n   26.19,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27578678.0,\n   10561.0,\n   0.0,\n   0.0,\n   26.19,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27578678.0,\n   10561.0,\n   0.0,\n   0.0,\n   26.19,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27631117.0,\n   10581.0,\n   52439.0,\n   20.0,\n   26.22,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27631117.0,\n   10581.0,\n   52439.0,\n   20.0,\n   26.22,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27633728.0,\n   10582.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27633728.0,\n   10582.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27646891.0,\n   10587.0,\n   13163.0,\n   5.0,\n   26.33,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27646891.0,\n   10587.0,\n   13163.0,\n   5.0,\n   26.33,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27736104.0,\n   10621.0,\n   89213.0,\n   34.0,\n   26.24,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27736104.0,\n   10621.0,\n   89213.0,\n   34.0,\n   26.24,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   27930099.0,\n   10695.0,\n   193995.0,\n   74.0,\n   26.22,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   27930099.0,\n   10695.0,\n   193995.0,\n   74.0,\n   26.22,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   28223453.0,\n   10807.0,\n   293354.0,\n   112.0,\n   26.19,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   28223453.0,\n   10807.0,\n   293354.0,\n   112.0,\n   26.19,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   28458932.0,\n   10897.0,\n   235479.0,\n   90.0,\n   26.16,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   28458932.0,\n   10897.0,\n   235479.0,\n   90.0,\n   26.16,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   28741098.0,\n   11005.0,\n   282166.0,\n   108.0,\n   26.13,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   28741098.0,\n   11005.0,\n   282166.0,\n   108.0,\n   26.13,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   28832616.0,\n   11040.0,\n   91518.0,\n   35.0,\n   26.15,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   28832616.0,\n   11040.0,\n   91518.0,\n   35.0,\n   26.15,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   28845674.0,\n   11045.0,\n   13058.0,\n   5.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   28845674.0,\n   11045.0,\n   13058.0,\n   5.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   28903130.0,\n   11067.0,\n   57456.0,\n   22.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   28903130.0,\n   11067.0,\n   57456.0,\n   22.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29033824.0,\n   11117.0,\n   130694.0,\n   50.0,\n   26.14,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29033824.0,\n   11117.0,\n   130694.0,\n   50.0,\n   26.14,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29122732.0,\n   11151.0,\n   88908.0,\n   34.0,\n   26.15,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   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26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29203805.0,\n   11182.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29203805.0,\n   11182.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29214252.0,\n   11186.0,\n   10447.0,\n   4.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29214252.0,\n   11186.0,\n   10447.0,\n   4.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29219475.0,\n   11188.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29219475.0,\n   11188.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29229922.0,\n   11192.0,\n   10447.0,\n   4.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29229922.0,\n   11192.0,\n   10447.0,\n   4.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29229922.0,\n   11192.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29229922.0,\n   11192.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29235145.0,\n   11194.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29235145.0,\n   11194.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29250816.0,\n   11200.0,\n   15671.0,\n   6.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29250816.0,\n   11200.0,\n   15671.0,\n   6.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29303161.0,\n   11220.0,\n   52345.0,\n   20.0,\n   26.17,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29303161.0,\n   11220.0,\n   52345.0,\n   20.0,\n   26.17,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29358007.0,\n   11241.0,\n   54846.0,\n   21.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29358007.0,\n   11241.0,\n   54846.0,\n   21.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29572279.0,\n   11323.0,\n   214272.0,\n   82.0,\n   26.13,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29572279.0,\n   11323.0,\n   214272.0,\n   82.0,\n   26.13,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29744537.0,\n   11389.0,\n   172258.0,\n   66.0,\n   26.1,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29744537.0,\n   11389.0,\n   172258.0,\n   66.0,\n   26.1,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   29916794.0,\n   11455.0,\n   172257.0,\n   66.0,\n   26.1,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   29916794.0,\n   11455.0,\n   172257.0,\n   66.0,\n   26.1,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30175350.0,\n   11554.0,\n   258556.0,\n   99.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30175350.0,\n   11554.0,\n   258556.0,\n   99.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30449227.0,\n   11659.0,\n   273877.0,\n   105.0,\n   26.08,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30449227.0,\n   11659.0,\n   273877.0,\n   105.0,\n   26.08,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30746602.0,\n   11773.0,\n   297375.0,\n   114.0,\n   26.09,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30746602.0,\n   11773.0,\n   297375.0,\n   114.0,\n   26.09,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30746602.0,\n   11773.0,\n   0.0,\n   0.0,\n   26.09,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30746602.0,\n   11773.0,\n   0.0,\n   0.0,\n   26.09,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30762271.0,\n   11779.0,\n   15669.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30762271.0,\n   11779.0,\n   15669.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30775330.0,\n   11784.0,\n   13059.0,\n   5.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30775330.0,\n   11784.0,\n   13059.0,\n   5.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30777941.0,\n   11785.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30777941.0,\n   11785.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30811892.0,\n   11798.0,\n   33951.0,\n   13.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30811892.0,\n   11798.0,\n   33951.0,\n   13.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   30819727.0,\n   11801.0,\n   7835.0,\n   3.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   30819727.0,\n   11801.0,\n   7835.0,\n   3.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31270939.0,\n   11974.0,\n   451212.0,\n   173.0,\n   26.08,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31270939.0,\n   11974.0,\n   451212.0,\n   173.0,\n   26.08,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31304889.0,\n   11987.0,\n   33950.0,\n   13.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31304889.0,\n   11987.0,\n   33950.0,\n   13.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31312724.0,\n   11990.0,\n   7835.0,\n   3.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31312724.0,\n   11990.0,\n   7835.0,\n   3.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31364955.0,\n   12010.0,\n   52231.0,\n   20.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31364955.0,\n   12010.0,\n   52231.0,\n   20.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31495534.0,\n   12060.0,\n   130579.0,\n   50.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31495534.0,\n   12060.0,\n   130579.0,\n   50.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31495534.0,\n   12060.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31495534.0,\n   12060.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31500757.0,\n   12062.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31500757.0,\n   12062.0,\n   5223.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31508471.0,\n   12065.0,\n   7714.0,\n   3.0,\n   25.71,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31508471.0,\n   12065.0,\n   7714.0,\n   3.0,\n   25.71,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31508471.0,\n   12065.0,\n   0.0,\n   0.0,\n   25.71,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31508471.0,\n   12065.0,\n   0.0,\n   0.0,\n   25.71,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31508471.0,\n   12065.0,\n   0.0,\n   0.0,\n   25.71,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31508471.0,\n   12065.0,\n   0.0,\n   0.0,\n   25.71,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31524140.0,\n   12071.0,\n   15669.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31524140.0,\n   12071.0,\n   15669.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31675611.0,\n   12129.0,\n   151471.0,\n   58.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31675611.0,\n   12129.0,\n   151471.0,\n   58.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31693892.0,\n   12136.0,\n   18281.0,\n   7.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31693892.0,\n   12136.0,\n   18281.0,\n   7.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31732944.0,\n   12151.0,\n   39052.0,\n   15.0,\n   26.03,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31732944.0,\n   12151.0,\n   39052.0,\n   15.0,\n   26.03,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31748613.0,\n   12157.0,\n   15669.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31748613.0,\n   12157.0,\n   15669.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   31800600.0,\n   12177.0,\n   51987.0,\n   20.0,\n   25.99,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   31800600.0,\n   12177.0,\n   51987.0,\n   20.0,\n   25.99,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32013888.0,\n   12259.0,\n   213288.0,\n   82.0,\n   26.01,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32013888.0,\n   12259.0,\n   213288.0,\n   82.0,\n   26.01,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32016499.0,\n   12260.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32016499.0,\n   12260.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32055548.0,\n   12275.0,\n   39049.0,\n   15.0,\n   26.03,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32055548.0,\n   12275.0,\n   39049.0,\n   15.0,\n   26.03,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32055548.0,\n   12275.0,\n   0.0,\n   0.0,\n   26.03,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32055548.0,\n   12275.0,\n   0.0,\n   0.0,\n   26.03,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32097331.0,\n   12291.0,\n   41783.0,\n   16.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32097331.0,\n   12291.0,\n   41783.0,\n   16.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32125934.0,\n   12302.0,\n   28603.0,\n   11.0,\n   26.0,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32125934.0,\n   12302.0,\n   28603.0,\n   11.0,\n   26.0,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32125934.0,\n   12302.0,\n   0.0,\n   0.0,\n   26.0,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32125934.0,\n   12302.0,\n   0.0,\n   0.0,\n   26.0,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32191097.0,\n   12327.0,\n   65163.0,\n   25.0,\n   26.07,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32191097.0,\n   12327.0,\n   65163.0,\n   25.0,\n   26.07,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32237979.0,\n   12345.0,\n   46882.0,\n   18.0,\n   26.05,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32237979.0,\n   12345.0,\n   46882.0,\n   18.0,\n   26.05,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32240591.0,\n   12346.0,\n   2612.0,\n   1.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32240591.0,\n   12346.0,\n   2612.0,\n   1.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32240591.0,\n   12346.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32240591.0,\n   12346.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32240591.0,\n   12346.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32240591.0,\n   12346.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32318686.0,\n   12376.0,\n   78095.0,\n   30.0,\n   26.03,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32318686.0,\n   12376.0,\n   78095.0,\n   30.0,\n   26.03,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32378624.0,\n   12399.0,\n   59938.0,\n   23.0,\n   26.06,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32378624.0,\n   12399.0,\n   59938.0,\n   23.0,\n   26.06,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32381236.0,\n   12400.0,\n   2612.0,\n   1.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32381236.0,\n   12400.0,\n   2612.0,\n   1.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32381236.0,\n   12400.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32381236.0,\n   12400.0,\n   0.0,\n   0.0,\n   26.12,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32394292.0,\n   12405.0,\n   13056.0,\n   5.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32394292.0,\n   12405.0,\n   13056.0,\n   5.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32420282.0,\n   12415.0,\n   25990.0,\n   10.0,\n   25.99,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32420282.0,\n   12415.0,\n   25990.0,\n   10.0,\n   25.99,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32563659.0,\n   12470.0,\n   143377.0,\n   55.0,\n   26.07,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32563659.0,\n   12470.0,\n   143377.0,\n   55.0,\n   26.07,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32584425.0,\n   12478.0,\n   20766.0,\n   8.0,\n   25.96,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32584425.0,\n   12478.0,\n   20766.0,\n   8.0,\n   25.96,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32639263.0,\n   12499.0,\n   54838.0,\n   21.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32639263.0,\n   12499.0,\n   54838.0,\n   21.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32639263.0,\n   12499.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32639263.0,\n   12499.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32639263.0,\n   12499.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32639263.0,\n   12499.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32680920.0,\n   12515.0,\n   41657.0,\n   16.0,\n   26.04,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32680920.0,\n   12515.0,\n   41657.0,\n   16.0,\n   26.04,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32680920.0,\n   12515.0,\n   0.0,\n   0.0,\n   26.04,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32680920.0,\n   12515.0,\n   0.0,\n   0.0,\n   26.04,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32879004.0,\n   12591.0,\n   198084.0,\n   76.0,\n   26.06,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32879004.0,\n   12591.0,\n   198084.0,\n   76.0,\n   26.06,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32879004.0,\n   12591.0,\n   0.0,\n   0.0,\n   26.06,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32879004.0,\n   12591.0,\n   0.0,\n   0.0,\n   26.06,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32910339.0,\n   12603.0,\n   31335.0,\n   12.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32910339.0,\n   12603.0,\n   31335.0,\n   12.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   32983330.0,\n   12631.0,\n   72991.0,\n   28.0,\n   26.07,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   32983330.0,\n   12631.0,\n   72991.0,\n   28.0,\n   26.07,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33030207.0,\n   12649.0,\n   46877.0,\n   18.0,\n   26.04,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33030207.0,\n   12649.0,\n   46877.0,\n   18.0,\n   26.04,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33038041.0,\n   12652.0,\n   7834.0,\n   3.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33038041.0,\n   12652.0,\n   7834.0,\n   3.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   5222.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   5222.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33043263.0,\n   12654.0,\n   0.0,\n   0.0,\n   26.11,\n   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25.98,\n   33131920.0,\n   12688.0,\n   0.0,\n   0.0,\n   26.05,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33131920.0,\n   12688.0,\n   0.0,\n   0.0,\n   26.05,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33223188.0,\n   12723.0,\n   91268.0,\n   35.0,\n   26.08,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33223188.0,\n   12723.0,\n   91268.0,\n   35.0,\n   26.08,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33233506.0,\n   12727.0,\n   10318.0,\n   4.0,\n   25.8,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33233506.0,\n   12727.0,\n   10318.0,\n   4.0,\n   25.8,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33515137.0,\n   12835.0,\n   281631.0,\n   108.0,\n   26.08,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33515137.0,\n   12835.0,\n   281631.0,\n   108.0,\n   26.08,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33520359.0,\n   12837.0,\n   5222.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33520359.0,\n   12837.0,\n   5222.0,\n   2.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33522970.0,\n   12838.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33549083.0,\n   12848.0,\n   26113.0,\n   10.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33549083.0,\n   12848.0,\n   26113.0,\n   10.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33723906.0,\n   12915.0,\n   174823.0,\n   67.0,\n   26.09,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33723906.0,\n   12915.0,\n   174823.0,\n   67.0,\n   26.09,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33760463.0,\n   12929.0,\n   36557.0,\n   14.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33760463.0,\n   12929.0,\n   36557.0,\n   14.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33760463.0,\n   12929.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33760463.0,\n   12929.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33770908.0,\n   12933.0,\n   10445.0,\n   4.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33770908.0,\n   12933.0,\n   10445.0,\n   4.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33770908.0,\n   12933.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33770908.0,\n   12933.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33770908.0,\n   12933.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33770908.0,\n   12933.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33778741.0,\n   12936.0,\n   7833.0,\n   3.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33778741.0,\n   12936.0,\n   7833.0,\n   3.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33867523.0,\n   12970.0,\n   88782.0,\n   34.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33867523.0,\n   12970.0,\n   88782.0,\n   34.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33867523.0,\n   12970.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33867523.0,\n   12970.0,\n   0.0,\n   0.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33883190.0,\n   12976.0,\n   15667.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33883190.0,\n   12976.0,\n   15667.0,\n   6.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33893635.0,\n   12980.0,\n   10445.0,\n   4.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33893635.0,\n   12980.0,\n   10445.0,\n   4.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33904080.0,\n   12984.0,\n   10445.0,\n   4.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33904080.0,\n   12984.0,\n   10445.0,\n   4.0,\n   26.11,\n   10,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   33906691.0,\n   12985.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33906691.0,\n   12985.0,\n   2611.0,\n   1.0,\n   26.11,\n   10,\n   26.158333333333335),\n  5,\n  -106.66666666667112,\n  (25.96,\n   26.0,\n   26.29,\n   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26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   33951212.0,\n   13002.0,\n   18279.0,\n   7.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   34011270.0,\n   13025.0,\n   60058.0,\n   23.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   34011270.0,\n   13025.0,\n   60058.0,\n   23.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   34016623.0,\n   13027.0,\n   5353.0,\n   2.0,\n   26.77,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   34016623.0,\n   13027.0,\n   5353.0,\n   2.0,\n   26.77,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   34278010.0,\n   13127.0,\n   261387.0,\n   100.0,\n   26.14,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   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26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   34910870.0,\n   13369.0,\n   18279.0,\n   7.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   34910870.0,\n   13369.0,\n   18279.0,\n   7.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   34910870.0,\n   13369.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   34910870.0,\n   13369.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35114823.0,\n   13447.0,\n   203953.0,\n   78.0,\n   26.15,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35114823.0,\n   13447.0,\n   203953.0,\n   78.0,\n   26.15,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35180241.0,\n   13472.0,\n   65418.0,\n   25.0,\n   26.17,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35180241.0,\n   13472.0,\n   65418.0,\n   25.0,\n   26.17,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35180241.0,\n   13472.0,\n   0.0,\n   0.0,\n   26.17,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35180241.0,\n   13472.0,\n   0.0,\n   0.0,\n   26.17,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35185464.0,\n   13474.0,\n   5223.0,\n   2.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35185464.0,\n   13474.0,\n   5223.0,\n   2.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35195910.0,\n   13478.0,\n   10446.0,\n   4.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35195910.0,\n   13478.0,\n   10446.0,\n   4.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35195910.0,\n   13478.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35195910.0,\n   13478.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35195910.0,\n   13478.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35195910.0,\n   13478.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35198521.0,\n   13479.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35198521.0,\n   13479.0,\n   2611.0,\n   1.0,\n   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35256106.0,\n   13501.0,\n   49751.0,\n   19.0,\n   26.18,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35256106.0,\n   13501.0,\n   49751.0,\n   19.0,\n   26.18,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35352997.0,\n   13538.0,\n   96891.0,\n   37.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35352997.0,\n   13538.0,\n   96891.0,\n   37.0,\n   26.19,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35352997.0,\n   13538.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35352997.0,\n   13538.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   18280.0,\n   7.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   18280.0,\n   7.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35371277.0,\n   13545.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35426252.0,\n   13566.0,\n   54975.0,\n   21.0,\n   26.18,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35426252.0,\n   13566.0,\n   54975.0,\n   21.0,\n   26.18,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35426252.0,\n   13566.0,\n   0.0,\n   0.0,\n   26.18,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35426252.0,\n   13566.0,\n   0.0,\n   0.0,\n   26.18,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35525621.0,\n   13604.0,\n   99369.0,\n   38.0,\n   26.15,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35525621.0,\n   13604.0,\n   99369.0,\n   38.0,\n   26.15,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35572627.0,\n   13622.0,\n   47006.0,\n   18.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35572627.0,\n   13622.0,\n   47006.0,\n   18.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35768893.0,\n   13697.0,\n   196266.0,\n   75.0,\n   26.17,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35768893.0,\n   13697.0,\n   196266.0,\n   75.0,\n   26.17,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35802842.0,\n   13710.0,\n   33949.0,\n   13.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35802842.0,\n   13710.0,\n   33949.0,\n   13.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35849985.0,\n   13728.0,\n   47143.0,\n   18.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35849985.0,\n   13728.0,\n   47143.0,\n   18.0,\n   26.19,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   35915409.0,\n   13753.0,\n   65424.0,\n   25.0,\n   26.17,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   35915409.0,\n   13753.0,\n   65424.0,\n   25.0,\n   26.17,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36626708.0,\n   14025.0,\n   711299.0,\n   272.0,\n   26.15,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36626708.0,\n   14025.0,\n   711299.0,\n   272.0,\n   26.15,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36626708.0,\n   14025.0,\n   0.0,\n   0.0,\n   26.15,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36626708.0,\n   14025.0,\n   0.0,\n   0.0,\n   26.15,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36629319.0,\n   14026.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36629319.0,\n   14026.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36642377.0,\n   14031.0,\n   13058.0,\n   5.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36642377.0,\n   14031.0,\n   13058.0,\n   5.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36652823.0,\n   14035.0,\n   10446.0,\n   4.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36652823.0,\n   14035.0,\n   10446.0,\n   4.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36652823.0,\n   14035.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36652823.0,\n   14035.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36712888.0,\n   14058.0,\n   60065.0,\n   23.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36712888.0,\n   14058.0,\n   60065.0,\n   23.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36715500.0,\n   14059.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36715500.0,\n   14059.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36715500.0,\n   14059.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36715500.0,\n   14059.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36767871.0,\n   14079.0,\n   52371.0,\n   20.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36767871.0,\n   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(25.96,\n   26.0,\n   26.29,\n   25.98,\n   36788763.0,\n   14087.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36788763.0,\n   14087.0,\n   0.0,\n   0.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   36972138.0,\n   14157.0,\n   183375.0,\n   70.0,\n   26.2,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   36972138.0,\n   14157.0,\n   183375.0,\n   70.0,\n   26.2,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   157121.0,\n   60.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   157121.0,\n   60.0,\n   26.19,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37129259.0,\n   14217.0,\n   0.0,\n   0.0,\n   26.19,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37144929.0,\n   14223.0,\n   15670.0,\n   6.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37144929.0,\n   14223.0,\n   15670.0,\n   6.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37189468.0,\n   14240.0,\n   44539.0,\n   17.0,\n   26.2,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37189468.0,\n   14240.0,\n   44539.0,\n   17.0,\n   26.2,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37228785.0,\n   14255.0,\n   39317.0,\n   15.0,\n   26.21,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37228785.0,\n   14255.0,\n   39317.0,\n   15.0,\n   26.21,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37254901.0,\n   14265.0,\n   26116.0,\n   10.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37254901.0,\n   14265.0,\n   26116.0,\n   10.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37254901.0,\n   14265.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37254901.0,\n   14265.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37286384.0,\n   14277.0,\n   31483.0,\n   12.0,\n   26.24,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37286384.0,\n   14277.0,\n   31483.0,\n   12.0,\n   26.24,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37286384.0,\n   14277.0,\n   0.0,\n   0.0,\n   26.24,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37286384.0,\n   14277.0,\n   0.0,\n   0.0,\n   26.24,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37294219.0,\n   14280.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37294219.0,\n   14280.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37328313.0,\n   14293.0,\n   34094.0,\n   13.0,\n   26.23,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37328313.0,\n   14293.0,\n   34094.0,\n   13.0,\n   26.23,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37359653.0,\n   14305.0,\n   31340.0,\n   12.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   37359653.0,\n   14305.0,\n   31340.0,\n   12.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   37359653.0,\n   14305.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   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26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38560762.0,\n   14764.0,\n   177750.0,\n   68.0,\n   26.14,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38560762.0,\n   14764.0,\n   177750.0,\n   68.0,\n   26.14,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38589492.0,\n   14775.0,\n   28730.0,\n   11.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38589492.0,\n   14775.0,\n   28730.0,\n   11.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38720083.0,\n   14825.0,\n   130591.0,\n   50.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38720083.0,\n   14825.0,\n   130591.0,\n   50.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38722695.0,\n   14826.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38722695.0,\n   14826.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38722695.0,\n   14826.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38722695.0,\n   14826.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38722695.0,\n   14826.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38722695.0,\n   14826.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38725306.0,\n   14827.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38725306.0,\n   14827.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38730530.0,\n   14829.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38730530.0,\n   14829.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38730530.0,\n   14829.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38730530.0,\n   14829.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38894925.0,\n   14892.0,\n   164395.0,\n   63.0,\n   26.09,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38894925.0,\n   14892.0,\n   164395.0,\n   63.0,\n   26.09,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38902761.0,\n   14895.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38902761.0,\n   14895.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38928879.0,\n   14905.0,\n   26118.0,\n   10.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38928879.0,\n   14905.0,\n   26118.0,\n   10.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38931490.0,\n   14906.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38931490.0,\n   14906.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   38962683.0,\n   14918.0,\n   31193.0,\n   12.0,\n   25.99,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   38962683.0,\n   14918.0,\n   31193.0,\n   12.0,\n   25.99,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39007083.0,\n   14935.0,\n   44400.0,\n   17.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39007083.0,\n   14935.0,\n   44400.0,\n   17.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39038425.0,\n   14947.0,\n   31342.0,\n   12.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39038425.0,\n   14947.0,\n   31342.0,\n   12.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   281922.0,\n   108.0,\n   26.1,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   281922.0,\n   108.0,\n   26.1,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   0.0,\n   0.0,\n   26.1,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   0.0,\n   0.0,\n   26.1,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   0.0,\n   0.0,\n   26.1,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   0.0,\n   0.0,\n   26.1,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   0.0,\n   0.0,\n   26.1,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39320347.0,\n   15055.0,\n   0.0,\n   0.0,\n   26.1,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39322959.0,\n   15056.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39322959.0,\n   15056.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39328183.0,\n   15058.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39328183.0,\n   15058.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39349077.0,\n   15066.0,\n   20894.0,\n   8.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39349077.0,\n   15066.0,\n   20894.0,\n   8.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39349077.0,\n   15066.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39349077.0,\n   15066.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39356912.0,\n   15069.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39356912.0,\n   15069.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39359524.0,\n   15070.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39359524.0,\n   15070.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39393477.0,\n   15083.0,\n   33953.0,\n   13.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39393477.0,\n   15083.0,\n   33953.0,\n   13.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39403924.0,\n   15087.0,\n   10447.0,\n   4.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39403924.0,\n   15087.0,\n   10447.0,\n   4.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39419595.0,\n   15093.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39419595.0,\n   15093.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39419595.0,\n   15093.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39419595.0,\n   15093.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39419595.0,\n   15093.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39419595.0,\n   15093.0,\n   0.0,\n   0.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39432654.0,\n   15098.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39432654.0,\n   15098.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39482278.0,\n   15117.0,\n   49624.0,\n   19.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39482278.0,\n   15117.0,\n   49624.0,\n   19.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39521454.0,\n   15132.0,\n   39176.0,\n   15.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39521454.0,\n   15132.0,\n   39176.0,\n   15.0,\n   26.12,\n   0,\n   26.158333333333335),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39534513.0,\n   15137.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.158333333333335),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39534513.0,\n   15137.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.158333333333335),\n  0,\n  -200,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39795691.0,\n   15237.0,\n   261178.0,\n   100.0,\n   26.12,\n   100,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39795691.0,\n   15237.0,\n   261178.0,\n   100.0,\n   26.12,\n   100,\n   26.12),\n  0,\n  -200,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39808903.0,\n   15242.0,\n   13212.0,\n   5.0,\n   26.42,\n   200,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39808903.0,\n   15242.0,\n   13212.0,\n   5.0,\n   26.42,\n   200,\n   26.12),\n  7,\n  2990.0000000000073,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39811514.0,\n   15243.0,\n   2611.0,\n   1.0,\n   26.11,\n   150,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39811514.0,\n   15243.0,\n   2611.0,\n   1.0,\n   26.11,\n   150,\n   26.12),\n  7,\n  -110.00000000001563,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39811514.0,\n   15243.0,\n   0.0,\n   0.0,\n   26.11,\n   100,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39811514.0,\n   15243.0,\n   0.0,\n   0.0,\n   26.11,\n   100,\n   26.12),\n  7,\n  -110.00000000001563,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39814126.0,\n   15244.0,\n   2612.0,\n   1.0,\n   26.12,\n   50,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39814126.0,\n   15244.0,\n   2612.0,\n   1.0,\n   26.12,\n   50,\n   26.12),\n  7,\n  -10.0,\n  (25.96, 26.0, 26.29, 25.98, 39814126.0, 15244.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 39814126.0, 15244.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 39814126.0, 15244.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 39814126.0, 15244.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 39814126.0, 15244.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 39814126.0, 15244.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39827185.0,\n   15249.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39827185.0,\n   15249.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39868974.0,\n   15265.0,\n   41789.0,\n   16.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39868974.0,\n   15265.0,\n   41789.0,\n   16.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39876809.0,\n   15268.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39876809.0,\n   15268.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39934422.0,\n   15290.0,\n   57613.0,\n   22.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39934422.0,\n   15290.0,\n   57613.0,\n   22.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   39991881.0,\n   15312.0,\n   57459.0,\n   22.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   39991881.0,\n   15312.0,\n   57459.0,\n   22.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40020611.0,\n   15323.0,\n   28730.0,\n   11.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40020611.0,\n   15323.0,\n   28730.0,\n   11.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40033670.0,\n   15328.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40033670.0,\n   15328.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40132918.0,\n   15366.0,\n   99248.0,\n   38.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40132918.0,\n   15366.0,\n   99248.0,\n   38.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 40132918.0, 15366.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 40132918.0, 15366.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 40132918.0, 15366.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 40132918.0, 15366.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40234779.0,\n   15405.0,\n   101861.0,\n   39.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40234779.0,\n   15405.0,\n   101861.0,\n   39.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40287015.0,\n   15425.0,\n   52236.0,\n   20.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40287015.0,\n   15425.0,\n   52236.0,\n   20.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40381039.0,\n   15461.0,\n   94024.0,\n   36.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40381039.0,\n   15461.0,\n   94024.0,\n   36.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 40381039.0, 15461.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 40381039.0, 15461.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40589828.0,\n   15541.0,\n   208789.0,\n   80.0,\n   26.1,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40589828.0,\n   15541.0,\n   208789.0,\n   80.0,\n   26.1,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40639452.0,\n   15560.0,\n   49624.0,\n   19.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40639452.0,\n   15560.0,\n   49624.0,\n   19.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40686464.0,\n   15578.0,\n   47012.0,\n   18.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40686464.0,\n   15578.0,\n   47012.0,\n   18.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40717806.0,\n   15590.0,\n   31342.0,\n   12.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40717806.0,\n   15590.0,\n   31342.0,\n   12.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40720417.0,\n   15591.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40720417.0,\n   15591.0,\n   2611.0,\n   1.0,\n   26.11,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 40720417.0, 15591.0, 0.0, 0.0, 26.11, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 40720417.0, 15591.0, 0.0, 0.0, 26.11, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   40723029.0,\n   15592.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   40723029.0,\n   15592.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41057181.0,\n   15720.0,\n   334152.0,\n   128.0,\n   26.11,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41057181.0,\n   15720.0,\n   334152.0,\n   128.0,\n   26.11,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41117252.0,\n   15743.0,\n   60071.0,\n   23.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41117252.0,\n   15743.0,\n   60071.0,\n   23.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41132923.0,\n   15749.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41132923.0,\n   15749.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41153975.0,\n   15757.0,\n   21052.0,\n   8.0,\n   26.32,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41153975.0,\n   15757.0,\n   21052.0,\n   8.0,\n   26.32,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41232170.0,\n   15787.0,\n   78195.0,\n   30.0,\n   26.07,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41232170.0,\n   15787.0,\n   78195.0,\n   30.0,\n   26.07,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41232170.0, 15787.0, 0.0, 0.0, 26.07, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41232170.0, 15787.0, 0.0, 0.0, 26.07, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41232170.0, 15787.0, 0.0, 0.0, 26.07, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41232170.0, 15787.0, 0.0, 0.0, 26.07, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41240006.0,\n   15790.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41240006.0,\n   15790.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41240006.0, 15790.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41240006.0, 15790.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41263670.0,\n   15799.0,\n   23664.0,\n   9.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41263670.0,\n   15799.0,\n   23664.0,\n   9.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41300235.0,\n   15813.0,\n   36565.0,\n   14.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41300235.0,\n   15813.0,\n   36565.0,\n   14.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41339412.0,\n   15828.0,\n   39177.0,\n   15.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41339412.0,\n   15828.0,\n   39177.0,\n   15.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41352471.0,\n   15833.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41352471.0,\n   15833.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41362918.0,\n   15837.0,\n   10447.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41362918.0,\n   15837.0,\n   10447.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41362918.0, 15837.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41362918.0, 15837.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41362918.0, 15837.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41362918.0, 15837.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41362918.0, 15837.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41362918.0, 15837.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41378588.0,\n   15843.0,\n   15670.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41378588.0,\n   15843.0,\n   15670.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41378588.0, 15843.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41378588.0, 15843.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41389036.0,\n   15847.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41389036.0,\n   15847.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41389036.0, 15847.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41389036.0, 15847.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41475225.0,\n   15880.0,\n   86189.0,\n   33.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41475225.0,\n   15880.0,\n   86189.0,\n   33.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41524849.0,\n   15899.0,\n   49624.0,\n   19.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41524849.0,\n   15899.0,\n   49624.0,\n   19.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41605974.0,\n   15930.0,\n   81125.0,\n   31.0,\n   26.17,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41605974.0,\n   15930.0,\n   81125.0,\n   31.0,\n   26.17,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41645151.0,\n   15945.0,\n   39177.0,\n   15.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41645151.0,\n   15945.0,\n   39177.0,\n   15.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41702610.0,\n   15967.0,\n   57459.0,\n   22.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41702610.0,\n   15967.0,\n   57459.0,\n   22.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41731500.0,\n   15978.0,\n   28890.0,\n   11.0,\n   26.26,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41731500.0,\n   15978.0,\n   28890.0,\n   11.0,\n   26.26,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41739335.0,\n   15981.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41739335.0,\n   15981.0,\n   7835.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41752394.0,\n   15986.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41752394.0,\n   15986.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 41752394.0, 15986.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   41796795.0,\n   16003.0,\n   44401.0,\n   17.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   41796795.0,\n   16003.0,\n   44401.0,\n   17.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42000838.0,\n   16081.0,\n   204043.0,\n   78.0,\n   26.16,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42000838.0,\n   16081.0,\n   204043.0,\n   78.0,\n   26.16,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42026956.0,\n   16091.0,\n   26118.0,\n   10.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42026956.0,\n   16091.0,\n   26118.0,\n   10.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42026956.0, 16091.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42026956.0, 16091.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42045239.0,\n   16098.0,\n   18283.0,\n   7.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42045239.0,\n   16098.0,\n   18283.0,\n   7.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42063522.0,\n   16105.0,\n   18283.0,\n   7.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42063522.0,\n   16105.0,\n   18283.0,\n   7.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42063522.0, 16105.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42063522.0, 16105.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42079193.0,\n   16111.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42079193.0,\n   16111.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42118531.0,\n   16126.0,\n   39338.0,\n   15.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42118531.0,\n   16126.0,\n   39338.0,\n   15.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42128979.0,\n   16130.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42128979.0,\n   16130.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42128979.0, 16130.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42128979.0, 16130.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42128979.0, 16130.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42128979.0, 16130.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42128979.0, 16130.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42128979.0, 16130.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42747010.0,\n   16366.0,\n   618031.0,\n   236.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42747010.0,\n   16366.0,\n   618031.0,\n   236.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42760069.0,\n   16371.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42760069.0,\n   16371.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42770517.0,\n   16375.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42770517.0,\n   16375.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42770517.0, 16375.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42770517.0, 16375.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42828144.0,\n   16397.0,\n   57627.0,\n   22.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42828144.0,\n   16397.0,\n   57627.0,\n   22.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42828144.0, 16397.0, 0.0, 0.0, 26.19, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42828144.0, 16397.0, 0.0, 0.0, 26.19, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42843815.0,\n   16403.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42843815.0,\n   16403.0,\n   15671.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42843815.0, 16403.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42843815.0, 16403.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42843815.0, 16403.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42843815.0, 16403.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42896219.0,\n   16423.0,\n   52404.0,\n   20.0,\n   26.2,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42896219.0,\n   16423.0,\n   52404.0,\n   20.0,\n   26.2,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 42896219.0, 16423.0, 0.0, 0.0, 26.2, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 42896219.0, 16423.0, 0.0, 0.0, 26.2, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   42909278.0,\n   16428.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   42909278.0,\n   16428.0,\n   13059.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43226153.0,\n   16549.0,\n   316875.0,\n   121.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43226153.0,\n   16549.0,\n   316875.0,\n   121.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43307291.0,\n   16580.0,\n   81138.0,\n   31.0,\n   26.17,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43307291.0,\n   16580.0,\n   81138.0,\n   31.0,\n   26.17,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 43307291.0, 16580.0, 0.0, 0.0, 26.17, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 43307291.0, 16580.0, 0.0, 0.0, 26.17, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43312515.0,\n   16582.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43312515.0,\n   16582.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43433001.0,\n   16628.0,\n   120486.0,\n   46.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43433001.0,\n   16628.0,\n   120486.0,\n   46.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43456675.0,\n   16637.0,\n   23674.0,\n   9.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43456675.0,\n   16637.0,\n   23674.0,\n   9.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43579775.0,\n   16684.0,\n   123100.0,\n   47.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43579775.0,\n   16684.0,\n   123100.0,\n   47.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 43579775.0, 16684.0, 0.0, 0.0, 26.19, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 43579775.0, 16684.0, 0.0, 0.0, 26.19, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43605896.0,\n   16694.0,\n   26121.0,\n   10.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43605896.0,\n   16694.0,\n   26121.0,\n   10.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43632184.0,\n   16704.0,\n   26288.0,\n   10.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43632184.0,\n   16704.0,\n   26288.0,\n   10.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43634796.0,\n   16705.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43634796.0,\n   16705.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43695041.0,\n   16728.0,\n   60245.0,\n   23.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43695041.0,\n   16728.0,\n   60245.0,\n   23.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43700265.0,\n   16730.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43700265.0,\n   16730.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43731610.0,\n   16742.0,\n   31345.0,\n   12.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43731610.0,\n   16742.0,\n   31345.0,\n   12.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43770959.0,\n   16757.0,\n   39349.0,\n   15.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43770959.0,\n   16757.0,\n   39349.0,\n   15.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43776183.0,\n   16759.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43776183.0,\n   16759.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 43776183.0, 16759.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 43776183.0, 16759.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43778796.0,\n   16760.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43778796.0,\n   16760.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 43778796.0, 16760.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 43778796.0, 16760.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 43778796.0, 16760.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 43778796.0, 16760.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43781408.0,\n   16761.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43781408.0,\n   16761.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43789412.0,\n   16764.0,\n   8004.0,\n   3.0,\n   26.68,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43789412.0,\n   16764.0,\n   8004.0,\n   3.0,\n   26.68,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43797248.0,\n   16767.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43797248.0,\n   16767.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43802472.0,\n   16769.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43802472.0,\n   16769.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43805084.0,\n   16770.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43805084.0,\n   16770.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43812921.0,\n   16773.0,\n   7837.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43812921.0,\n   16773.0,\n   7837.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43823369.0,\n   16777.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43823369.0,\n   16777.0,\n   10448.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 43823369.0, 16777.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 43823369.0, 16777.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43904681.0,\n   16808.0,\n   81312.0,\n   31.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43904681.0,\n   16808.0,\n   81312.0,\n   31.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 43904681.0, 16808.0, 0.0, 0.0, 26.23, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 43904681.0, 16808.0, 0.0, 0.0, 26.23, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43917909.0,\n   16813.0,\n   13228.0,\n   5.0,\n   26.46,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43917909.0,\n   16813.0,\n   13228.0,\n   5.0,\n   26.46,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43930970.0,\n   16818.0,\n   13061.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43930970.0,\n   16818.0,\n   13061.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   43952035.0,\n   16826.0,\n   21065.0,\n   8.0,\n   26.33,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   43952035.0,\n   16826.0,\n   21065.0,\n   8.0,\n   26.33,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44020120.0,\n   16852.0,\n   68085.0,\n   26.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44020120.0,\n   16852.0,\n   68085.0,\n   26.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44046410.0,\n   16862.0,\n   26290.0,\n   10.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44046410.0,\n   16862.0,\n   26290.0,\n   10.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44140786.0,\n   16898.0,\n   94376.0,\n   36.0,\n   26.22,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44140786.0,\n   16898.0,\n   94376.0,\n   36.0,\n   26.22,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44140786.0, 16898.0, 0.0, 0.0, 26.22, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44140786.0, 16898.0, 0.0, 0.0, 26.22, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44140786.0, 16898.0, 0.0, 0.0, 26.22, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44140786.0, 16898.0, 0.0, 0.0, 26.22, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44140786.0, 16898.0, 0.0, 0.0, 26.22, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44140786.0, 16898.0, 0.0, 0.0, 26.22, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44151404.0,\n   16902.0,\n   10618.0,\n   4.0,\n   26.55,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44151404.0,\n   16902.0,\n   10618.0,\n   4.0,\n   26.55,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44151404.0, 16902.0, 0.0, 0.0, 26.55, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44151404.0, 16902.0, 0.0, 0.0, 26.55, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44161853.0,\n   16906.0,\n   10449.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44161853.0,\n   16906.0,\n   10449.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44172302.0,\n   16910.0,\n   10449.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44172302.0,\n   16910.0,\n   10449.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44177526.0,\n   16912.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44177526.0,\n   16912.0,\n   5224.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44209042.0,\n   16924.0,\n   31516.0,\n   12.0,\n   26.26,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44209042.0,\n   16924.0,\n   31516.0,\n   12.0,\n   26.26,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44216878.0,\n   16927.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44216878.0,\n   16927.0,\n   7836.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44230109.0,\n   16932.0,\n   13231.0,\n   5.0,\n   26.46,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44230109.0,\n   16932.0,\n   13231.0,\n   5.0,\n   26.46,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44245782.0,\n   16938.0,\n   15673.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44245782.0,\n   16938.0,\n   15673.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44245782.0, 16938.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44245782.0, 16938.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44253619.0,\n   16941.0,\n   7837.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44253619.0,\n   16941.0,\n   7837.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44361229.0,\n   16982.0,\n   107610.0,\n   41.0,\n   26.25,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44361229.0,\n   16982.0,\n   107610.0,\n   41.0,\n   26.25,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44361229.0, 16982.0, 0.0, 0.0, 26.25, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44361229.0, 16982.0, 0.0, 0.0, 26.25, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44361229.0, 16982.0, 0.0, 0.0, 26.25, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44361229.0, 16982.0, 0.0, 0.0, 26.25, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44361229.0, 16982.0, 0.0, 0.0, 26.25, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44361229.0, 16982.0, 0.0, 0.0, 26.25, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44366454.0,\n   16984.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44366454.0,\n   16984.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44390134.0,\n   16993.0,\n   23680.0,\n   9.0,\n   26.31,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44390134.0,\n   16993.0,\n   23680.0,\n   9.0,\n   26.31,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44466059.0,\n   17022.0,\n   75925.0,\n   29.0,\n   26.18,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44466059.0,\n   17022.0,\n   75925.0,\n   29.0,\n   26.18,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44466059.0, 17022.0, 0.0, 0.0, 26.18, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44466059.0, 17022.0, 0.0, 0.0, 26.18, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44717864.0,\n   17118.0,\n   251805.0,\n   96.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44717864.0,\n   17118.0,\n   251805.0,\n   96.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44728314.0,\n   17122.0,\n   10450.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44728314.0,\n   17122.0,\n   10450.0,\n   4.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44728314.0, 17122.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44728314.0, 17122.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44728314.0, 17122.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44728314.0, 17122.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44730926.0,\n   17123.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44730926.0,\n   17123.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  8,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44730926.0, 17123.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44730926.0, 17123.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44757221.0,\n   17133.0,\n   26295.0,\n   10.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44757221.0,\n   17133.0,\n   26295.0,\n   10.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44778119.0,\n   17141.0,\n   20898.0,\n   8.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44778119.0,\n   17141.0,\n   20898.0,\n   8.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   44822701.0,\n   17158.0,\n   44582.0,\n   17.0,\n   26.22,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   44822701.0,\n   17158.0,\n   44582.0,\n   17.0,\n   26.22,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 44822701.0, 17158.0, 0.0, 0.0, 26.22, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 44822701.0, 17158.0, 0.0, 0.0, 26.22, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45014092.0,\n   17231.0,\n   191391.0,\n   73.0,\n   26.22,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45014092.0,\n   17231.0,\n   191391.0,\n   73.0,\n   26.22,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45066512.0,\n   17251.0,\n   52420.0,\n   20.0,\n   26.21,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45066512.0,\n   17251.0,\n   52420.0,\n   20.0,\n   26.21,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45121545.0,\n   17272.0,\n   55033.0,\n   21.0,\n   26.21,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45121545.0,\n   17272.0,\n   55033.0,\n   21.0,\n   26.21,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45160904.0,\n   17287.0,\n   39359.0,\n   15.0,\n   26.24,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45160904.0,\n   17287.0,\n   39359.0,\n   15.0,\n   26.24,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45189641.0,\n   17298.0,\n   28737.0,\n   11.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45189641.0,\n   17298.0,\n   28737.0,\n   11.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45268360.0,\n   17328.0,\n   78719.0,\n   30.0,\n   26.24,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45268360.0,\n   17328.0,\n   78719.0,\n   30.0,\n   26.24,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45268360.0, 17328.0, 0.0, 0.0, 26.24, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45268360.0, 17328.0, 0.0, 0.0, 26.24, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45273585.0,\n   17330.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45273585.0,\n   17330.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45299709.0,\n   17340.0,\n   26124.0,\n   10.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45299709.0,\n   17340.0,\n   26124.0,\n   10.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45328619.0,\n   17351.0,\n   28910.0,\n   11.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45328619.0,\n   17351.0,\n   28910.0,\n   11.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45404554.0,\n   17380.0,\n   75935.0,\n   29.0,\n   26.18,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45404554.0,\n   17380.0,\n   75935.0,\n   29.0,\n   26.18,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45456978.0,\n   17400.0,\n   52424.0,\n   20.0,\n   26.21,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45456978.0,\n   17400.0,\n   52424.0,\n   20.0,\n   26.21,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45470040.0,\n   17405.0,\n   13062.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45470040.0,\n   17405.0,\n   13062.0,\n   5.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45470040.0, 17405.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45470040.0, 17405.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45488501.0,\n   17412.0,\n   18461.0,\n   7.0,\n   26.37,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45488501.0,\n   17412.0,\n   18461.0,\n   7.0,\n   26.37,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45488501.0, 17412.0, 0.0, 0.0, 26.37, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45488501.0, 17412.0, 0.0, 0.0, 26.37, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45488501.0, 17412.0, 0.0, 0.0, 26.37, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45488501.0, 17412.0, 0.0, 0.0, 26.37, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45491114.0,\n   17413.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45491114.0,\n   17413.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45491114.0, 17413.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45491114.0, 17413.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45538313.0,\n   17431.0,\n   47199.0,\n   18.0,\n   26.22,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45538313.0,\n   17431.0,\n   47199.0,\n   18.0,\n   26.22,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45553988.0,\n   17437.0,\n   15675.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45553988.0,\n   17437.0,\n   15675.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45553988.0, 17437.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45553988.0, 17437.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45556600.0,\n   17438.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45556600.0,\n   17438.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45556600.0, 17438.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45556600.0, 17438.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45556600.0, 17438.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45556600.0, 17438.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45569663.0,\n   17443.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45569663.0,\n   17443.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45598575.0,\n   17454.0,\n   28912.0,\n   11.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45598575.0,\n   17454.0,\n   28912.0,\n   11.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45614250.0,\n   17460.0,\n   15675.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45614250.0,\n   17460.0,\n   15675.0,\n   6.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 45614250.0, 17460.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 45614250.0, 17460.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45884040.0,\n   17563.0,\n   269790.0,\n   103.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45884040.0,\n   17563.0,\n   269790.0,\n   103.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45949705.0,\n   17588.0,\n   65665.0,\n   25.0,\n   26.27,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45949705.0,\n   17588.0,\n   65665.0,\n   25.0,\n   26.27,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   45952317.0,\n   17589.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   45952317.0,\n   17589.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46017807.0,\n   17614.0,\n   65490.0,\n   25.0,\n   26.2,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46017807.0,\n   17614.0,\n   65490.0,\n   25.0,\n   26.2,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46056996.0,\n   17629.0,\n   39189.0,\n   15.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46056996.0,\n   17629.0,\n   39189.0,\n   15.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46056996.0, 17629.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46056996.0, 17629.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46075460.0,\n   17636.0,\n   18464.0,\n   7.0,\n   26.38,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46075460.0,\n   17636.0,\n   18464.0,\n   7.0,\n   26.38,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46088523.0,\n   17641.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46088523.0,\n   17641.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46101586.0,\n   17646.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46101586.0,\n   17646.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46127889.0,\n   17656.0,\n   26303.0,\n   10.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46127889.0,\n   17656.0,\n   26303.0,\n   10.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46127889.0, 17656.0, 0.0, 0.0, 26.3, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46127889.0, 17656.0, 0.0, 0.0, 26.3, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46127889.0, 17656.0, 0.0, 0.0, 26.3, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46127889.0, 17656.0, 0.0, 0.0, 26.3, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46135726.0,\n   17659.0,\n   7837.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46135726.0,\n   17659.0,\n   7837.0,\n   3.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46135726.0, 17659.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46135726.0, 17659.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46164465.0,\n   17670.0,\n   28739.0,\n   11.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46164465.0,\n   17670.0,\n   28739.0,\n   11.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46353281.0,\n   17742.0,\n   188816.0,\n   72.0,\n   26.22,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46353281.0,\n   17742.0,\n   188816.0,\n   72.0,\n   26.22,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46361119.0,\n   17745.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46361119.0,\n   17745.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46363731.0,\n   17746.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46363731.0,\n   17746.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46395261.0,\n   17758.0,\n   31530.0,\n   12.0,\n   26.27,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46395261.0,\n   17758.0,\n   31530.0,\n   12.0,\n   26.27,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46395261.0, 17758.0, 0.0, 0.0, 26.27, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46395261.0, 17758.0, 0.0, 0.0, 26.27, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46395261.0, 17758.0, 0.0, 0.0, 26.27, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46395261.0, 17758.0, 0.0, 0.0, 26.27, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46397873.0,\n   17759.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46397873.0,\n   17759.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46489672.0,\n   17794.0,\n   91799.0,\n   35.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46489672.0,\n   17794.0,\n   91799.0,\n   35.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46494897.0,\n   17796.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46494897.0,\n   17796.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46542103.0,\n   17814.0,\n   47206.0,\n   18.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46542103.0,\n   17814.0,\n   47206.0,\n   18.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46557957.0,\n   17820.0,\n   15854.0,\n   6.0,\n   26.42,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46557957.0,\n   17820.0,\n   15854.0,\n   6.0,\n   26.42,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46557957.0, 17820.0, 0.0, 0.0, 26.42, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46557957.0, 17820.0, 0.0, 0.0, 26.42, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46557957.0, 17820.0, 0.0, 0.0, 26.42, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46557957.0, 17820.0, 0.0, 0.0, 26.42, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46557957.0, 17820.0, 0.0, 0.0, 26.42, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46557957.0, 17820.0, 0.0, 0.0, 26.42, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46610211.0,\n   17840.0,\n   52254.0,\n   20.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46610211.0,\n   17840.0,\n   52254.0,\n   20.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46702012.0,\n   17875.0,\n   91801.0,\n   35.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46702012.0,\n   17875.0,\n   91801.0,\n   35.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46735977.0,\n   17888.0,\n   33965.0,\n   13.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46735977.0,\n   17888.0,\n   33965.0,\n   13.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46735977.0, 17888.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46735977.0, 17888.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46767509.0,\n   17900.0,\n   31532.0,\n   12.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46767509.0,\n   17900.0,\n   31532.0,\n   12.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46780572.0,\n   17905.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46780572.0,\n   17905.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46785797.0,\n   17907.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46785797.0,\n   17907.0,\n   5225.0,\n   2.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46798861.0,\n   17912.0,\n   13064.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46798861.0,\n   17912.0,\n   13064.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46861745.0,\n   17936.0,\n   62884.0,\n   24.0,\n   26.2,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46861745.0,\n   17936.0,\n   62884.0,\n   24.0,\n   26.2,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46864358.0,\n   17937.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46864358.0,\n   17937.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46869763.0,\n   17939.0,\n   5405.0,\n   2.0,\n   27.02,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46869763.0,\n   17939.0,\n   5405.0,\n   2.0,\n   27.02,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46880214.0,\n   17943.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46880214.0,\n   17943.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46895890.0,\n   17949.0,\n   15676.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46895890.0,\n   17949.0,\n   15676.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46914179.0,\n   17956.0,\n   18289.0,\n   7.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46914179.0,\n   17956.0,\n   18289.0,\n   7.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46914179.0, 17956.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46914179.0, 17956.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46930035.0,\n   17962.0,\n   15856.0,\n   6.0,\n   26.43,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46930035.0,\n   17962.0,\n   15856.0,\n   6.0,\n   26.43,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46932648.0,\n   17963.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46932648.0,\n   17963.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 46932648.0, 17963.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 46932648.0, 17963.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46977065.0,\n   17980.0,\n   44417.0,\n   17.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46977065.0,\n   17980.0,\n   44417.0,\n   17.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46990128.0,\n   17985.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46990128.0,\n   17985.0,\n   13063.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   46998147.0,\n   17988.0,\n   8019.0,\n   3.0,\n   26.73,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   46998147.0,\n   17988.0,\n   8019.0,\n   3.0,\n   26.73,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47000759.0,\n   17989.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47000759.0,\n   17989.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47000759.0, 17989.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47000759.0, 17989.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47066078.0,\n   18014.0,\n   65319.0,\n   25.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47066078.0,\n   18014.0,\n   65319.0,\n   25.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47142028.0,\n   18043.0,\n   75950.0,\n   29.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47142028.0,\n   18043.0,\n   75950.0,\n   29.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47142028.0, 18043.0, 0.0, 0.0, 26.19, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47142028.0, 18043.0, 0.0, 0.0, 26.19, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47168336.0,\n   18053.0,\n   26308.0,\n   10.0,\n   26.31,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47168336.0,\n   18053.0,\n   26308.0,\n   10.0,\n   26.31,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47181400.0,\n   18058.0,\n   13064.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47181400.0,\n   18058.0,\n   13064.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47181400.0, 18058.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47181400.0, 18058.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47231043.0,\n   18077.0,\n   49643.0,\n   19.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47231043.0,\n   18077.0,\n   49643.0,\n   19.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47241494.0,\n   18081.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47241494.0,\n   18081.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47270415.0,\n   18092.0,\n   28921.0,\n   11.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47270415.0,\n   18092.0,\n   28921.0,\n   11.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47270415.0, 18092.0, 0.0, 0.0, 26.29, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47270415.0, 18092.0, 0.0, 0.0, 26.29, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47270415.0, 18092.0, 0.0, 0.0, 26.29, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47270415.0, 18092.0, 0.0, 0.0, 26.29, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47278254.0,\n   18095.0,\n   7839.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47278254.0,\n   18095.0,\n   7839.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47286092.0,\n   18098.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47286092.0,\n   18098.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47286092.0, 18098.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47286092.0, 18098.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47288705.0,\n   18099.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47288705.0,\n   18099.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47288705.0, 18099.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47288705.0, 18099.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47304381.0,\n   18105.0,\n   15676.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47304381.0,\n   18105.0,\n   15676.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47354205.0,\n   18124.0,\n   49824.0,\n   19.0,\n   26.22,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47354205.0,\n   18124.0,\n   49824.0,\n   19.0,\n   26.22,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47375108.0,\n   18132.0,\n   20903.0,\n   8.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47375108.0,\n   18132.0,\n   20903.0,\n   8.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47377721.0,\n   18133.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47377721.0,\n   18133.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47380333.0,\n   18134.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47380333.0,\n   18134.0,\n   2612.0,\n   1.0,\n   26.12,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47380333.0, 18134.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47380333.0, 18134.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47380333.0, 18134.0, 0.0, 0.0, 26.12, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47380333.0, 18134.0, 0.0, 0.0, 26.12, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47448448.0,\n   18160.0,\n   68115.0,\n   26.0,\n   26.2,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47448448.0,\n   18160.0,\n   68115.0,\n   26.0,\n   26.2,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47448448.0, 18160.0, 0.0, 0.0, 26.2, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47448448.0, 18160.0, 0.0, 0.0, 26.2, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47448448.0, 18160.0, 0.0, 0.0, 26.2, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47448448.0, 18160.0, 0.0, 0.0, 26.2, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47448448.0, 18160.0, 0.0, 0.0, 26.2, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47448448.0, 18160.0, 0.0, 0.0, 26.2, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47456286.0,\n   18163.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47456286.0,\n   18163.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47464124.0,\n   18166.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47464124.0,\n   18166.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47464124.0, 18166.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47464124.0, 18166.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47464124.0, 18166.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47464124.0, 18166.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47508542.0,\n   18183.0,\n   44418.0,\n   17.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47508542.0,\n   18183.0,\n   44418.0,\n   17.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47513768.0,\n   18185.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47513768.0,\n   18185.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47513768.0, 18185.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47513768.0, 18185.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47513768.0, 18185.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47513768.0, 18185.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47513768.0, 18185.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47513768.0, 18185.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47539896.0,\n   18195.0,\n   26128.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47539896.0,\n   18195.0,\n   26128.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47539896.0, 18195.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47539896.0, 18195.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47558185.0,\n   18202.0,\n   18289.0,\n   7.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47558185.0,\n   18202.0,\n   18289.0,\n   7.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47560798.0,\n   18203.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47560798.0,\n   18203.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47560798.0, 18203.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47560798.0, 18203.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47560798.0, 18203.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47560798.0, 18203.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47560798.0, 18203.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47560798.0, 18203.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47563411.0,\n   18204.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47563411.0,\n   18204.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47563411.0, 18204.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47563411.0, 18204.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47628913.0,\n   18229.0,\n   65502.0,\n   25.0,\n   26.2,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47628913.0,\n   18229.0,\n   65502.0,\n   25.0,\n   26.2,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47628913.0, 18229.0, 0.0, 0.0, 26.2, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47628913.0, 18229.0, 0.0, 0.0, 26.2, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47639364.0,\n   18233.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47639364.0,\n   18233.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47641977.0,\n   18234.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47641977.0,\n   18234.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47649815.0,\n   18237.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47649815.0,\n   18237.0,\n   7838.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47676126.0,\n   18247.0,\n   26311.0,\n   10.0,\n   26.31,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47676126.0,\n   18247.0,\n   26311.0,\n   10.0,\n   26.31,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47715318.0,\n   18262.0,\n   39192.0,\n   15.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47715318.0,\n   18262.0,\n   39192.0,\n   15.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47851551.0,\n   18314.0,\n   136233.0,\n   52.0,\n   26.2,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47851551.0,\n   18314.0,\n   136233.0,\n   52.0,\n   26.2,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47854164.0,\n   18315.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47854164.0,\n   18315.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47869841.0,\n   18321.0,\n   15677.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47869841.0,\n   18321.0,\n   15677.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47869841.0, 18321.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47869841.0, 18321.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47872454.0,\n   18322.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47872454.0,\n   18322.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47880293.0,\n   18325.0,\n   7839.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47880293.0,\n   18325.0,\n   7839.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47919669.0,\n   18340.0,\n   39376.0,\n   15.0,\n   26.25,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47919669.0,\n   18340.0,\n   39376.0,\n   15.0,\n   26.25,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47930120.0,\n   18344.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47930120.0,\n   18344.0,\n   10451.0,\n   4.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47959045.0,\n   18355.0,\n   28925.0,\n   11.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47959045.0,\n   18355.0,\n   28925.0,\n   11.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47961658.0,\n   18356.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47961658.0,\n   18356.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47987786.0,\n   18366.0,\n   26128.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47987786.0,\n   18366.0,\n   26128.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 47987786.0, 18366.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 47987786.0, 18366.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   47993012.0,\n   18368.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   47993012.0,\n   18368.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48037614.0,\n   18385.0,\n   44602.0,\n   17.0,\n   26.24,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48037614.0,\n   18385.0,\n   44602.0,\n   17.0,\n   26.24,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48037614.0, 18385.0, 0.0, 0.0, 26.24, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48037614.0, 18385.0, 0.0, 0.0, 26.24, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48058517.0,\n   18393.0,\n   20903.0,\n   8.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48058517.0,\n   18393.0,\n   20903.0,\n   8.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48058517.0, 18393.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48058517.0, 18393.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48063743.0,\n   18395.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48063743.0,\n   18395.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48068969.0,\n   18397.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48068969.0,\n   18397.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48071582.0,\n   18398.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48071582.0,\n   18398.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48071582.0, 18398.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48071582.0, 18398.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48074195.0,\n   18399.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48074195.0,\n   18399.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48074195.0, 18399.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48074195.0, 18399.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48100323.0,\n   18409.0,\n   26128.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48100323.0,\n   18409.0,\n   26128.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48131862.0,\n   18421.0,\n   31539.0,\n   12.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48131862.0,\n   18421.0,\n   31539.0,\n   12.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48131862.0, 18421.0, 0.0, 0.0, 26.28, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48131862.0, 18421.0, 0.0, 0.0, 26.28, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48286392.0,\n   18480.0,\n   154530.0,\n   59.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48286392.0,\n   18480.0,\n   154530.0,\n   59.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48341447.0,\n   18501.0,\n   55055.0,\n   21.0,\n   26.22,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48341447.0,\n   18501.0,\n   55055.0,\n   21.0,\n   26.22,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48435512.0,\n   18537.0,\n   94065.0,\n   36.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48435512.0,\n   18537.0,\n   94065.0,\n   36.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48621587.0,\n   18608.0,\n   186075.0,\n   71.0,\n   26.21,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48621587.0,\n   18608.0,\n   186075.0,\n   71.0,\n   26.21,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48621587.0, 18608.0, 0.0, 0.0, 26.21, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48621587.0, 18608.0, 0.0, 0.0, 26.21, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48634838.0,\n   18613.0,\n   13251.0,\n   5.0,\n   26.5,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48634838.0,\n   18613.0,\n   13251.0,\n   5.0,\n   26.5,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48634838.0, 18613.0, 0.0, 0.0, 26.5, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48679258.0,\n   18630.0,\n   44420.0,\n   17.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48679258.0,\n   18630.0,\n   44420.0,\n   17.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48679258.0, 18630.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48679258.0, 18630.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48755220.0,\n   18659.0,\n   75962.0,\n   29.0,\n   26.19,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48755220.0,\n   18659.0,\n   75962.0,\n   29.0,\n   26.19,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48784149.0,\n   18670.0,\n   28929.0,\n   11.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48784149.0,\n   18670.0,\n   28929.0,\n   11.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   48805053.0,\n   18678.0,\n   20904.0,\n   8.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   48805053.0,\n   18678.0,\n   20904.0,\n   8.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 48805053.0, 18678.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 48805053.0, 18678.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49421371.0,\n   18913.0,\n   616318.0,\n   235.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49421371.0,\n   18913.0,\n   616318.0,\n   235.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49434436.0,\n   18918.0,\n   13065.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49434436.0,\n   18918.0,\n   13065.0,\n   5.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 49434436.0, 18918.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 49434436.0, 18918.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49473822.0,\n   18933.0,\n   39386.0,\n   15.0,\n   26.26,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49473822.0,\n   18933.0,\n   39386.0,\n   15.0,\n   26.26,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49499953.0,\n   18943.0,\n   26131.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49499953.0,\n   18943.0,\n   26131.0,\n   10.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49539339.0,\n   18958.0,\n   39386.0,\n   15.0,\n   26.26,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49539339.0,\n   18958.0,\n   39386.0,\n   15.0,\n   26.26,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49544565.0,\n   18960.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49544565.0,\n   18960.0,\n   5226.0,\n   2.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 49544565.0, 18960.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 49544565.0, 18960.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49573499.0,\n   18971.0,\n   28934.0,\n   11.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49573499.0,\n   18971.0,\n   28934.0,\n   11.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 49573499.0, 18971.0, 0.0, 0.0, 26.3, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 49573499.0, 18971.0, 0.0, 0.0, 26.3, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49612696.0,\n   18986.0,\n   39197.0,\n   15.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49612696.0,\n   18986.0,\n   39197.0,\n   15.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49625951.0,\n   18991.0,\n   13255.0,\n   5.0,\n   26.51,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49625951.0,\n   18991.0,\n   13255.0,\n   5.0,\n   26.51,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49641630.0,\n   18997.0,\n   15679.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49641630.0,\n   18997.0,\n   15679.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49796376.0,\n   19056.0,\n   154746.0,\n   59.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49796376.0,\n   19056.0,\n   154746.0,\n   59.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49867123.0,\n   19083.0,\n   70747.0,\n   27.0,\n   26.2,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49867123.0,\n   19083.0,\n   70747.0,\n   27.0,\n   26.2,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49875153.0,\n   19086.0,\n   8030.0,\n   3.0,\n   26.77,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49875153.0,\n   19086.0,\n   8030.0,\n   3.0,\n   26.77,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 49875153.0, 19086.0, 0.0, 0.0, 26.77, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 49875153.0, 19086.0, 0.0, 0.0, 26.77, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 49875153.0, 19086.0, 0.0, 0.0, 26.77, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 49875153.0, 19086.0, 0.0, 0.0, 26.77, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49943287.0,\n   19112.0,\n   68134.0,\n   26.0,\n   26.21,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49943287.0,\n   19112.0,\n   68134.0,\n   26.0,\n   26.21,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49945900.0,\n   19113.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49945900.0,\n   19113.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 49945900.0, 19113.0, 0.0, 0.0, 26.13, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 49945900.0, 19113.0, 0.0, 0.0, 26.13, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   49964192.0,\n   19120.0,\n   18292.0,\n   7.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   49964192.0,\n   19120.0,\n   18292.0,\n   7.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50042971.0,\n   19150.0,\n   78779.0,\n   30.0,\n   26.26,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50042971.0,\n   19150.0,\n   78779.0,\n   30.0,\n   26.26,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50058650.0,\n   19156.0,\n   15679.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50058650.0,\n   19156.0,\n   15679.0,\n   6.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50061263.0,\n   19157.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50061263.0,\n   19157.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50069103.0,\n   19160.0,\n   7840.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50069103.0,\n   19160.0,\n   7840.0,\n   3.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50134817.0,\n   19185.0,\n   65714.0,\n   25.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50134817.0,\n   19185.0,\n   65714.0,\n   25.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 50134817.0, 19185.0, 0.0, 0.0, 26.29, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 50134817.0, 19185.0, 0.0, 0.0, 26.29, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50168789.0,\n   19198.0,\n   33972.0,\n   13.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50168789.0,\n   19198.0,\n   33972.0,\n   13.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50255410.0,\n   19231.0,\n   86621.0,\n   33.0,\n   26.25,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50255410.0,\n   19231.0,\n   86621.0,\n   33.0,\n   26.25,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50302641.0,\n   19249.0,\n   47231.0,\n   18.0,\n   26.24,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50302641.0,\n   19249.0,\n   47231.0,\n   18.0,\n   26.24,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 50302641.0, 19249.0, 0.0, 0.0, 26.24, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 50302641.0, 19249.0, 0.0, 0.0, 26.24, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50334000.0,\n   19261.0,\n   31359.0,\n   12.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50334000.0,\n   19261.0,\n   31359.0,\n   12.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50339420.0,\n   19263.0,\n   5420.0,\n   2.0,\n   27.1,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50339420.0,\n   19263.0,\n   5420.0,\n   2.0,\n   27.1,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50342033.0,\n   19264.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50342033.0,\n   19264.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   50384038.0,\n   19280.0,\n   42005.0,\n   16.0,\n   26.25,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   50384038.0,\n   19280.0,\n   42005.0,\n   16.0,\n   26.25,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   52243450.0,\n   19989.0,\n   1859412.0,\n   709.0,\n   26.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   52243450.0,\n   19989.0,\n   1859412.0,\n   709.0,\n   26.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   52540396.0,\n   20102.0,\n   296946.0,\n   113.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   52540396.0,\n   20102.0,\n   296946.0,\n   113.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   52569348.0,\n   20113.0,\n   28952.0,\n   11.0,\n   26.32,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   52569348.0,\n   20113.0,\n   28952.0,\n   11.0,\n   26.32,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 52569348.0, 20113.0, 0.0, 0.0, 26.32, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 52569348.0, 20113.0, 0.0, 0.0, 26.32, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   52571961.0,\n   20114.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   52571961.0,\n   20114.0,\n   2613.0,\n   1.0,\n   26.13,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   52577189.0,\n   20116.0,\n   5228.0,\n   2.0,\n   26.14,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   52577189.0,\n   20116.0,\n   5228.0,\n   2.0,\n   26.14,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.29, 25.98, 52577189.0, 20116.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.29, 25.98, 52577189.0, 20116.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   53037224.0,\n   20291.0,\n   460035.0,\n   175.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   53037224.0,\n   20291.0,\n   460035.0,\n   175.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.29,\n   25.98,\n   53074021.0,\n   20305.0,\n   36797.0,\n   14.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.29,\n   25.98,\n   53074021.0,\n   20305.0,\n   36797.0,\n   14.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.3,\n   25.98,\n   53881210.0,\n   20612.0,\n   807189.0,\n   307.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.3,\n   25.98,\n   53881210.0,\n   20612.0,\n   807189.0,\n   307.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.3,\n   25.98,\n   53920628.0,\n   20627.0,\n   39418.0,\n   15.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.3,\n   25.98,\n   53920628.0,\n   20627.0,\n   39418.0,\n   15.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.3,\n   25.98,\n   54412375.0,\n   20814.0,\n   491747.0,\n   187.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.3,\n   25.98,\n   54412375.0,\n   20814.0,\n   491747.0,\n   187.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.3,\n   25.98,\n   54467482.0,\n   20835.0,\n   55107.0,\n   21.0,\n   26.24,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.3,\n   25.98,\n   54467482.0,\n   20835.0,\n   55107.0,\n   21.0,\n   26.24,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.3,\n   25.98,\n   54512341.0,\n   20852.0,\n   44859.0,\n   17.0,\n   26.39,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.3,\n   25.98,\n   54512341.0,\n   20852.0,\n   44859.0,\n   17.0,\n   26.39,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.3,\n   25.98,\n   54533255.0,\n   20860.0,\n   20914.0,\n   8.0,\n   26.14,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.3,\n   25.98,\n   54533255.0,\n   20860.0,\n   20914.0,\n   8.0,\n   26.14,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55601658.0,\n   21266.0,\n   1068403.0,\n   406.0,\n   26.32,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55601658.0,\n   21266.0,\n   1068403.0,\n   406.0,\n   26.32,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55612116.0,\n   21270.0,\n   10458.0,\n   4.0,\n   26.14,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55612116.0,\n   21270.0,\n   10458.0,\n   4.0,\n   26.14,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 55612116.0, 21270.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 55612116.0, 21270.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55619960.0,\n   21273.0,\n   7844.0,\n   3.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55619960.0,\n   21273.0,\n   7844.0,\n   3.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 55619960.0, 21273.0, 0.0, 0.0, 26.15, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 55619960.0, 21273.0, 0.0, 0.0, 26.15, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55635860.0,\n   21279.0,\n   15900.0,\n   6.0,\n   26.5,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55635860.0,\n   21279.0,\n   15900.0,\n   6.0,\n   26.5,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55659604.0,\n   21288.0,\n   23744.0,\n   9.0,\n   26.38,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55659604.0,\n   21288.0,\n   23744.0,\n   9.0,\n   26.38,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55770057.0,\n   21330.0,\n   110453.0,\n   42.0,\n   26.3,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55770057.0,\n   21330.0,\n   110453.0,\n   42.0,\n   26.3,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55772672.0,\n   21331.0,\n   2615.0,\n   1.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55772672.0,\n   21331.0,\n   2615.0,\n   1.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55783344.0,\n   21335.0,\n   10672.0,\n   4.0,\n   26.68,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55783344.0,\n   21335.0,\n   10672.0,\n   4.0,\n   26.68,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55867653.0,\n   21367.0,\n   84309.0,\n   32.0,\n   26.35,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55867653.0,\n   21367.0,\n   84309.0,\n   32.0,\n   26.35,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55951751.0,\n   21399.0,\n   84098.0,\n   32.0,\n   26.28,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55951751.0,\n   21399.0,\n   84098.0,\n   32.0,\n   26.28,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   55954366.0,\n   21400.0,\n   2615.0,\n   1.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   55954366.0,\n   21400.0,\n   2615.0,\n   1.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 55954366.0, 21400.0, 0.0, 0.0, 26.15, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 55954366.0, 21400.0, 0.0, 0.0, 26.15, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   56175718.0,\n   21484.0,\n   221352.0,\n   84.0,\n   26.35,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   56175718.0,\n   21484.0,\n   221352.0,\n   84.0,\n   26.35,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   56183562.0,\n   21487.0,\n   7844.0,\n   3.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   56183562.0,\n   21487.0,\n   7844.0,\n   3.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   56189007.0,\n   21489.0,\n   5445.0,\n   2.0,\n   27.23,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   56189007.0,\n   21489.0,\n   5445.0,\n   2.0,\n   27.23,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   56304703.0,\n   21533.0,\n   115696.0,\n   44.0,\n   26.29,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   56304703.0,\n   21533.0,\n   115696.0,\n   44.0,\n   26.29,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   56341742.0,\n   21547.0,\n   37039.0,\n   14.0,\n   26.46,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   56341742.0,\n   21547.0,\n   37039.0,\n   14.0,\n   26.46,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   56354816.0,\n   21552.0,\n   13074.0,\n   5.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   56354816.0,\n   21552.0,\n   13074.0,\n   5.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.35,\n   25.98,\n   56360045.0,\n   21554.0,\n   5229.0,\n   2.0,\n   26.14,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.35,\n   25.98,\n   56360045.0,\n   21554.0,\n   5229.0,\n   2.0,\n   26.14,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.35, 25.98, 56360045.0, 21554.0, 0.0, 0.0, 26.14, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.36,\n   25.98,\n   57414100.0,\n   21954.0,\n   1054055.0,\n   400.0,\n   26.35,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.36,\n   25.98,\n   57414100.0,\n   21954.0,\n   1054055.0,\n   400.0,\n   26.35,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.36,\n   25.98,\n   57677605.0,\n   22054.0,\n   263505.0,\n   100.0,\n   26.35,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.36,\n   25.98,\n   57677605.0,\n   22054.0,\n   263505.0,\n   100.0,\n   26.35,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.36,\n   25.98,\n   57682836.0,\n   22056.0,\n   5231.0,\n   2.0,\n   26.16,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.36,\n   25.98,\n   57682836.0,\n   22056.0,\n   5231.0,\n   2.0,\n   26.16,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.37,\n   25.98,\n   57770024.0,\n   22089.0,\n   87188.0,\n   33.0,\n   26.42,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.37,\n   25.98,\n   57770024.0,\n   22089.0,\n   87188.0,\n   33.0,\n   26.42,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.37,\n   25.98,\n   57772639.0,\n   22090.0,\n   2615.0,\n   1.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.37,\n   25.98,\n   57772639.0,\n   22090.0,\n   2615.0,\n   1.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.37, 25.98, 57772639.0, 22090.0, 0.0, 0.0, 26.15, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.37, 25.98, 57772639.0, 22090.0, 0.0, 0.0, 26.15, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.37,\n   25.98,\n   57793562.0,\n   22098.0,\n   20923.0,\n   8.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.37,\n   25.98,\n   57793562.0,\n   22098.0,\n   20923.0,\n   8.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.37, 25.98, 57793562.0, 22098.0, 0.0, 0.0, 26.15, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.37, 25.98, 57793562.0, 22098.0, 0.0, 0.0, 26.15, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   57833234.0,\n   22113.0,\n   39672.0,\n   15.0,\n   26.45,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   57833234.0,\n   22113.0,\n   39672.0,\n   15.0,\n   26.45,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   57878138.0,\n   22130.0,\n   44904.0,\n   17.0,\n   26.41,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   57878138.0,\n   22130.0,\n   44904.0,\n   17.0,\n   26.41,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   57928051.0,\n   22149.0,\n   49913.0,\n   19.0,\n   26.27,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   57928051.0,\n   22149.0,\n   49913.0,\n   19.0,\n   26.27,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   57980802.0,\n   22169.0,\n   52751.0,\n   20.0,\n   26.38,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   57980802.0,\n   22169.0,\n   52751.0,\n   20.0,\n   26.38,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58009793.0,\n   22180.0,\n   28991.0,\n   11.0,\n   26.36,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58009793.0,\n   22180.0,\n   28991.0,\n   11.0,\n   26.36,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58030938.0,\n   22188.0,\n   21145.0,\n   8.0,\n   26.43,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58030938.0,\n   22188.0,\n   21145.0,\n   8.0,\n   26.43,\n   0,\n   26.12),\n  5,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58075845.0,\n   22205.0,\n   44907.0,\n   17.0,\n   26.42,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58075845.0,\n   22205.0,\n   44907.0,\n   17.0,\n   26.42,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58086306.0,\n   22209.0,\n   10461.0,\n   4.0,\n   26.15,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58086306.0,\n   22209.0,\n   10461.0,\n   4.0,\n   26.15,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58157368.0,\n   22236.0,\n   71062.0,\n   27.0,\n   26.32,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58157368.0,\n   22236.0,\n   71062.0,\n   27.0,\n   26.32,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58162821.0,\n   22238.0,\n   5453.0,\n   2.0,\n   27.27,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58162821.0,\n   22238.0,\n   5453.0,\n   2.0,\n   27.27,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.38, 25.98, 58162821.0, 22238.0, 0.0, 0.0, 27.27, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.38, 25.98, 58162821.0, 22238.0, 0.0, 0.0, 27.27, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58223422.0,\n   22261.0,\n   60601.0,\n   23.0,\n   26.35,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58223422.0,\n   22261.0,\n   60601.0,\n   23.0,\n   26.35,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.38, 25.98, 58223422.0, 22261.0, 0.0, 0.0, 26.35, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.38, 25.98, 58223422.0, 22261.0, 0.0, 0.0, 26.35, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58228653.0,\n   22263.0,\n   5231.0,\n   2.0,\n   26.16,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58228653.0,\n   22263.0,\n   5231.0,\n   2.0,\n   26.16,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.38, 25.98, 58228653.0, 22263.0, 0.0, 0.0, 26.16, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.38, 25.98, 58228653.0, 22263.0, 0.0, 0.0, 26.16, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58239115.0,\n   22267.0,\n   10462.0,\n   4.0,\n   26.16,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58239115.0,\n   22267.0,\n   10462.0,\n   4.0,\n   26.16,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.38, 25.98, 58239115.0, 22267.0, 0.0, 0.0, 26.16, 0, 26.12),\n  False),\n ((25.96, 26.0, 26.38, 25.98, 58239115.0, 22267.0, 0.0, 0.0, 26.16, 0, 26.12),\n  7,\n  -100000,\n  (25.96,\n   26.0,\n   26.38,\n   25.98,\n   58273340.0,\n   22280.0,\n   34225.0,\n   13.0,\n   26.33,\n   0,\n   26.12),\n  False),\n ((25.96,\n   26.0,\n   26.38,\n   25.98,\n   58273340.0,\n   22280.0,\n   34225.0,\n   13.0,\n   26.33,\n   0,\n   26.12),\n  7,\n  -100000,\n  (25.96, 26.0, 26.38, 25.98, 58273340.0, 22280.0, 0.0, 0.0, 26.33, 0, 26.12),\n  True)]"
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datas"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "outputs": [],
   "source": [
    "#获取一批数据样本\n",
    "def get_sample():\n",
    "    #从样本池中采样\n",
    "    samples = random.sample(datas, 256)\n",
    "\n",
    "    #[b, 4]\n",
    "    state = torch.FloatTensor([i[0] for i in samples]).reshape(-1, 11)\n",
    "    #[b]\n",
    "    action = torch.LongTensor([i[1] for i in samples]).reshape(-1, 1)\n",
    "    #[b]\n",
    "    reward = torch.FloatTensor([i[2] for i in samples]).reshape(-1, 1)\n",
    "    #[b, 4]\n",
    "    next_state = torch.FloatTensor([i[3] for i in samples]).reshape(-1, 11)\n",
    "    #[b]\n",
    "    over = torch.LongTensor([i[4] for i in samples]).reshape(-1, 1)\n",
    "\n",
    "    return state, action, reward, next_state, over\n",
    "\n",
    "# state, action, reward, next_state, over = get_sam"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "outputs": [],
   "source": [
    "\n",
    "def get_value(state, action):\n",
    "    # state.to('cuda:0')\n",
    "    #使用状态计算出动作的logits\n",
    "    #[b, 4] -> [b, 2]\n",
    "    value = model(state)\n",
    "\n",
    "    #根据实际使用的action取出每一个值\n",
    "    #这个值就是模型评估的在该状态下,执行动作的分数\n",
    "    #在执行动作前,显然并不知道会得到的反馈和next_state\n",
    "    #所以这里不能也不需要考虑next_state和reward\n",
    "    #[b, 2] -> [b, 1]\n",
    "    value = value.gather(dim=1, index=action)\n",
    "\n",
    "    return value\n",
    "\n",
    "# get_value(state, action).shape"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "outputs": [],
   "source": [
    "def get_target(reward, next_state, over):\n",
    "    #上面已经把模型认为的状态下执行动作的分数给评估出来了\n",
    "    #下面使用next_state和reward计算真实的分数\n",
    "    #针对一个状态,它到底应该多少分,可以使用以往模型积累的经验评估\n",
    "    #这也是没办法的办法,因为显然没有精确解,这里使用延迟更新的next_model评估\n",
    "\n",
    "    #使用next_state计算下一个状态的分数\n",
    "    #[b, 4] -> [b, 2]\n",
    "    with torch.no_grad():\n",
    "        target = next_model(next_state)\n",
    "\n",
    "    #取所有动作中分数最大的\n",
    "    #[b, 2] -> [b, 1]\n",
    "    target = target.max(dim=1)[0]\n",
    "    target = target.reshape(-1, 1)\n",
    "\n",
    "    #下一个状态的分数乘以一个系数,相当于权重\n",
    "    target *= 0.98\n",
    "\n",
    "    #如果next_state已经游戏结束,则next_state的分数是0\n",
    "    #因为如果下一步已经游戏结束,显然不需要再继续玩下去,也就不需要考虑next_state了.\n",
    "    #[b, 1] * [b, 1] -> [b, 1]\n",
    "    target *= (1 - over)\n",
    "\n",
    "    #加上reward就是最终的分数\n",
    "    #[b, 1] + [b, 1] -> [b, 1]\n",
    "    target += reward\n",
    "\n",
    "    return target\n",
    "\n",
    "# get_target(reward, next_state, over).shape"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "outputs": [],
   "source": [
    "\n",
    "def test():\n",
    "    #初始化游戏\n",
    "    init_state = env.reset()\n",
    "\n",
    "    #记录反馈值的和,这个值越大越好\n",
    "    reward_sum = 0\n",
    "\n",
    "    #玩到游戏结束为止\n",
    "    over = False\n",
    "    while not over:\n",
    "        #根据当前状态得到一个动作\n",
    "        action = env.get_action(init_state)\n",
    "\n",
    "        #执行动作,得到反馈\n",
    "        init_state, reward, over, _ = env.step(action)\n",
    "        reward_sum += reward\n",
    "\n",
    "    return reward_sum\n",
    "\n",
    "# test()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 5000 5994 5994 -844574.0135767648\n",
      "训练第10epoch...\n",
      "训练第20epoch...\n",
      "训练第30epoch...\n",
      "训练第40epoch...\n",
      "训练第50epoch...\n",
      "50 5000 5994 5994 -119052.89762017914\n",
      "训练第60epoch...\n",
      "训练第70epoch...\n",
      "训练第80epoch...\n",
      "训练第90epoch...\n",
      "训练第100epoch...\n",
      "100 5000 5994 5994 -425208.0144907612\n",
      "训练第110epoch...\n",
      "训练第120epoch...\n",
      "训练第130epoch...\n",
      "训练第140epoch...\n",
      "训练第150epoch...\n",
      "150 5000 5994 5994 -351336.4856553272\n",
      "训练第160epoch...\n",
      "训练第170epoch...\n",
      "训练第180epoch...\n",
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      "训练第200epoch...\n",
      "200 5000 5994 5994 -117413.39221259861\n",
      "训练第210epoch...\n",
      "训练第220epoch...\n",
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      "训练第250epoch...\n",
      "250 5000 5994 5994 -594316.9359561692\n",
      "训练第260epoch...\n",
      "训练第270epoch...\n",
      "训练第280epoch...\n",
      "训练第290epoch...\n",
      "训练第300epoch...\n",
      "300 5000 5994 5994 -1319888.1558186729\n",
      "训练第310epoch...\n",
      "训练第320epoch...\n",
      "训练第330epoch...\n",
      "训练第340epoch...\n",
      "训练第350epoch...\n",
      "350 5000 5994 5994 -269912.6732838628\n",
      "训练第360epoch...\n",
      "训练第370epoch...\n",
      "训练第380epoch...\n",
      "训练第390epoch...\n",
      "训练第400epoch...\n",
      "400 5000 5994 5994 -279752.73705117323\n",
      "训练第410epoch...\n",
      "训练第420epoch...\n",
      "训练第430epoch...\n",
      "训练第440epoch...\n",
      "训练第450epoch...\n",
      "450 5000 5994 5994 -179888.42014238395\n",
      "训练第460epoch...\n",
      "训练第470epoch...\n",
      "训练第480epoch...\n",
      "训练第490epoch...\n",
      "训练第500epoch...\n"
     ]
    }
   ],
   "source": [
    "def train():\n",
    "    model.train()\n",
    "    optimizer = torch.optim.Adam(model.parameters(), lr=2e-3)\n",
    "    loss_fn = torch.nn.MSELoss()\n",
    "\n",
    "    #训练N次\n",
    "    for epoch in range(500):\n",
    "        #更新N条数据\n",
    "        update_count, drop_count = update_data()\n",
    "        if (epoch+1)%10==0:\n",
    "            print('训练第{}epoch...'.format(epoch + 1))\n",
    "\n",
    "        #每次更新过数据后,学习N次\n",
    "        for i in range(20):\n",
    "            # print(\"   第{}epoch 第{}次学习...\".format(epoch + 1, i + 1))\n",
    "            #采样一批数据\n",
    "            state, action, reward, next_state, over = get_sample()\n",
    "\n",
    "            #计算一批样本的value和target\n",
    "            value = get_value(state, action)\n",
    "            target = get_target(reward, next_state, over)\n",
    "\n",
    "            #更新参数\n",
    "            loss = loss_fn(value, target)\n",
    "            optimizer.zero_grad()\n",
    "            loss.backward()\n",
    "            optimizer.step()\n",
    "\n",
    "            #把model的参数复制给next_model\n",
    "            if (i + 1) % 50 == 0:\n",
    "                next_model.load_state_dict(model.state_dict())\n",
    "\n",
    "        if epoch % 50 == 0:\n",
    "            test_result = sum([test() for _ in range(20)]) / 20\n",
    "            print(epoch, len(datas), update_count, drop_count, test_result)\n",
    "\n",
    "\n",
    "train()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "outputs": [
    {
     "data": {
      "text/plain": "(25.96,\n 26.0,\n 26.38,\n 25.98,\n 58273340.0,\n 22280.0,\n 0.0,\n 0.0,\n 26.33,\n 340,\n 26.087520462730545)"
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.get_current_state()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "outputs": [
    {
     "data": {
      "text/plain": "(25.96, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 25.96, 0, 25.96)"
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env.reset()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "action 6, reward -200000\n",
      "action 4, reward -15\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 4, reward -15\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 4, reward -15\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 4, reward -15\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 4, reward -15\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n",
      "action 6, reward -200000\n"
     ]
    }
   ],
   "source": [
    "# test_state=env.get_current_state()\n",
    "# reshape_state = torch.FloatTensor(test_state).reshape(1, 11)\n",
    "\n",
    "model.eval()\n",
    "# env.reset()\n",
    "test_state = env.get_current_state()\n",
    "reshape_state = torch.FloatTensor(test_state).reshape(1, 11)\n",
    "for turn in range(500):\n",
    "    action = model(reshape_state).argmax().item()\n",
    "    # print(action)\n",
    "    next_state, action2reward, over, _ = env.step(action)\n",
    "    print(\"action {}, reward {}\".format(action,action2reward))\n",
    "    reshape_state = torch.FloatTensor(next_state).reshape(1, 11)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "outputs": [],
   "source": [
    "torch.save(model.state_dict(),'saves/my_256.pth')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   }
  }
 ],
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